1.7_LEC_classes_and_Yandex.Metrica.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Практика"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "metadata": {},
   "outputs": [],
   "source": [
    "from lib import AnyName"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "from lib import *  # никогда так не делайте"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "CONST = 5560"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "def useful_func(a, b, c):\n",
    "    return (a+b+c) * 1.2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "metadata": {},
   "outputs": [],
   "source": [
    "class AnyName:\n",
    "    def __init__(self, grade=3, *args, **kwargs):\n",
    "        print('Выполняется при обращении к классу')\n",
    "        # создаются все атрибуты, которые нужны для работы класса\n",
    "        self.grade = grade\n",
    "        \n",
    "        # \"приватные\" атрибуты\n",
    "        # если надо запретить изменять атрибут вне кода класса\n",
    "        self._api_version = 'v1'  # намек на то, что атрибут менять не следует\n",
    "        self.__secret_attr = 10  # запрет на изменение атрибута вне кода\n",
    "    \n",
    "    # функции внутри классов называются методы\n",
    "    # каждый (почти) метод начинается в переменной self\n",
    "    def method_1(self):\n",
    "        # переменная внутри метода ничем не отличается от переменной функции\n",
    "        x = 1\n",
    "        \n",
    "        # self.grade - атрибут - его можно передавать между методами\n",
    "        self.grade = 1\n",
    "        print('Секретный атрибут', self.__secret_attr)\n",
    "        \n",
    "    def method_2(self):\n",
    "        self.grade += 1\n",
    "        \n",
    "    @staticmethod\n",
    "    def useful_func(a, b, c):\n",
    "        # статический метод - просто функция\n",
    "        return (a+b+c) * 1.2\n",
    "    \n",
    "    @property\n",
    "    def calculated_attr(self):\n",
    "        # предсказывает значение grade после повышения сотрудника\n",
    "        if self.grade > 3:\n",
    "            return self.grade + 2\n",
    "        else:\n",
    "            return self.grade + 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 49,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Выполняется при обращении к классу\n"
     ]
    }
   ],
   "source": [
    "a = AnyName()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 50,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.grade"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 51,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "4"
      ]
     },
     "execution_count": 51,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.calculated_attr"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Выполняется при обращении к классу\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "7.199999999999999"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "AnyName().useful_func(1, 2, 3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Секретный атрибут 10\n"
     ]
    }
   ],
   "source": [
    "a.method_1()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'v2'"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a._api_version = 'v2'\n",
    "a._api_version"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.grade"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "a.method_2()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "a.method_1()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.grade"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "a.method_2()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "a.grade"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def build_dict():\n",
    "    return result\n",
    "\n",
    "big_dict = build_dict()\n",
    "\n",
    "\n",
    "def func_1():\n",
    "    global grade  # никогда так не делайте\n",
    "    \n",
    "    grade = 1\n",
    "    print(grade)\n",
    "    \n",
    "    return grade\n",
    "    \n",
    "\n",
    "def func_2(grade):\n",
    "    grade += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1\n"
     ]
    }
   ],
   "source": [
    "result = func_1()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "func_2(result)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Требования к отчету\n",
    "(в хронологическом порядке)\n",
    "\n",
    "1. Нужен отчет по трафику (визиты по дням)\n",
    "2. Сделайте таблицу попроще\n",
    "3. А можно сразу очень много строк получить?\n",
    "\n",
    "[Демо-счетчик](https://metrika.yandex.ru/stat/traffic?sort=-ym%3As%3Avisits&period=2020-08-01%3A2020-09-06&accuracy=1&id=44147844&stateHash=5d3ee51607d6bde783131e11) Яндекс.Метрики\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "metadata": {},
   "outputs": [],
   "source": [
    "import requests"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 53,
   "metadata": {},
   "outputs": [],
   "source": [
    "API_URL = 'https://api-metrika.yandex.ru/stat/v1/data'\n",
    "METRIKA_ROWS_LIMIT = 5  # max 100000\n",
    "\n",
    "DEMO_COUNTER = 44147844"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "class Metrika:\n",
    "    def __init__(self, token='', counter=DEMO_COUNTER, start_date='2020-09-01', end_date='2020-09-10'):\n",
    "        self.counter = counter\n",
    "        self.limit = METRIKA_ROWS_LIMIT\n",
    "        self.start_date = start_date\n",
    "        self.end_date = end_date\n",
    "        \n",
    "        if token:\n",
    "            self.headers = {'Authorization': 'OAuth ' + token}\n",
    "        else:\n",
    "            self.headers = ''  # для демо-счетчика заголовок запроса должен быть пустым\n",
    "        \n",
    "        self.dimensions = ''  # строки отчета\n",
    "        self.metrics = ''  # столбцы отчета\n",
    "        self.report = []  # собственно сам отчет\n",
    "        \n",
    "    def api_request(self, offset=1):\n",
    "        \"\"\"Запрос к API Метрики, возвращает словарь с отчетом\"\"\"\n",
    "        params = {\n",
    "            'id': self.counter,\n",
    "            'date1': self.start_date,\n",
    "            'date2': self.end_date,\n",
    "            'metrics': self.metrics,\n",
    "            'dimensions': self.dimensions,\n",
    "            'limit': self.limit,\n",
    "            'offset': offset,\n",
    "            'accuracy': 1,\n",
    "        }\n",
    "        \n",
    "        response = requests.get(API_URL, params=params, headers=self.headers)\n",
    "        return response.json()['data']\n",
    "    \n",
    "    def traffic(self):\n",
    "        \"\"\"Отчет по посещаемости\"\"\"\n",
    "        self.metrics = 'ym:s:visits'\n",
    "        self.dimensions = 'ym:s:date'\n",
    "        \n",
    "        # report = self.api_request()\n",
    "        report = self.full_report()\n",
    "        self.report = report\n",
    "        \n",
    "    def browser(self):\n",
    "        \"\"\"Отчет по браузерам\"\"\"\n",
    "        self.metrics = 'ym:s:visits'\n",
    "        self.dimensions = 'ym:s:date,ym:s:browser'\n",
    "        \n",
    "        # report = self.api_request()\n",
    "        report = self.full_report()\n",
    "        self.report = report\n",
    "    \n",
    "    def reformat_api_report(self):\n",
    "        \"\"\"Упрощение отчета до списка списков\"\"\"\n",
    "        reformatted_report = []\n",
    "\n",
    "        for line in self.report:\n",
    "            dimensions = [x['name'] for x in line['dimensions']]\n",
    "            reformatted_report.append(dimensions + line['metrics'])\n",
    "\n",
    "        self.report_formatted = reformatted_report\n",
    "    \n",
    "    def full_report(self):\n",
    "        \"\"\"Постраничная выгрузка из Метрики\"\"\"\n",
    "        full_data = []\n",
    "        offset = 1\n",
    "        \n",
    "        while True:\n",
    "            print('Starting offset {}'.format(offset))\n",
    "            data = self.api_request(offset=offset)\n",
    "            full_data += data\n",
    "            \n",
    "            offset += self.limit\n",
    "            if not data or len(data) < self.limit:\n",
    "                break\n",
    "        \n",
    "        return full_data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "m = Metrika(start_date='2022-01-02', end_date='2022-02-15')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 87,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting offset 1\n",
      "Starting offset 6\n",
      "Starting offset 11\n",
      "Starting offset 16\n",
      "Starting offset 21\n",
      "Starting offset 26\n",
      "Starting offset 31\n",
      "Starting offset 36\n",
      "Starting offset 41\n",
      "Starting offset 46\n"
     ]
    }
   ],
   "source": [
    "m.traffic()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'dimensions': [{'name': '2022-02-09'}], 'metrics': [706.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'}], 'metrics': [642.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'}], 'metrics': [637.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'}], 'metrics': [620.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'}], 'metrics': [617.0]},\n",
       " {'dimensions': [{'name': '2022-01-12'}], 'metrics': [594.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'}], 'metrics': [591.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'}], 'metrics': [590.0]},\n",
       " {'dimensions': [{'name': '2022-02-08'}], 'metrics': [589.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'}], 'metrics': [588.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'}], 'metrics': [579.0]},\n",
       " {'dimensions': [{'name': '2022-02-11'}], 'metrics': [576.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'}], 'metrics': [573.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'}], 'metrics': [567.0]},\n",
       " {'dimensions': [{'name': '2022-02-07'}], 'metrics': [565.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'}], 'metrics': [560.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'}], 'metrics': [560.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'}], 'metrics': [544.0]},\n",
       " {'dimensions': [{'name': '2022-02-03'}], 'metrics': [541.0]},\n",
       " {'dimensions': [{'name': '2022-01-24'}], 'metrics': [530.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'}], 'metrics': [527.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'}], 'metrics': [525.0]},\n",
       " {'dimensions': [{'name': '2022-01-21'}], 'metrics': [459.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'}], 'metrics': [442.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'}], 'metrics': [440.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'}], 'metrics': [393.0]},\n",
       " {'dimensions': [{'name': '2022-01-04'}], 'metrics': [380.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'}], 'metrics': [375.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'}], 'metrics': [363.0]},\n",
       " {'dimensions': [{'name': '2022-02-12'}], 'metrics': [362.0]},\n",
       " {'dimensions': [{'name': '2022-01-03'}], 'metrics': [351.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'}], 'metrics': [340.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'}], 'metrics': [339.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'}], 'metrics': [335.0]},\n",
       " {'dimensions': [{'name': '2022-01-15'}], 'metrics': [332.0]},\n",
       " {'dimensions': [{'name': '2022-02-06'}], 'metrics': [324.0]},\n",
       " {'dimensions': [{'name': '2022-01-07'}], 'metrics': [312.0]},\n",
       " {'dimensions': [{'name': '2022-02-13'}], 'metrics': [303.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'}], 'metrics': [302.0]},\n",
       " {'dimensions': [{'name': '2022-01-22'}], 'metrics': [297.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'}], 'metrics': [297.0]},\n",
       " {'dimensions': [{'name': '2022-01-23'}], 'metrics': [296.0]},\n",
       " {'dimensions': [{'name': '2022-01-02'}], 'metrics': [292.0]},\n",
       " {'dimensions': [{'name': '2022-01-08'}], 'metrics': [290.0]},\n",
       " {'dimensions': [{'name': '2022-01-09'}], 'metrics': [263.0]}]"
      ]
     },
     "execution_count": 88,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m.report"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 89,
   "metadata": {},
   "outputs": [],
   "source": [
    "m.reformat_api_report()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 90,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[['2022-02-09', 706.0],\n",
       " ['2022-01-18', 642.0],\n",
       " ['2022-02-10', 637.0],\n",
       " ['2022-02-15', 620.0],\n",
       " ['2022-01-13', 617.0],\n",
       " ['2022-01-12', 594.0],\n",
       " ['2022-01-27', 591.0],\n",
       " ['2022-01-17', 590.0],\n",
       " ['2022-02-08', 589.0],\n",
       " ['2022-01-20', 588.0],\n",
       " ['2022-01-19', 579.0],\n",
       " ['2022-02-11', 576.0],\n",
       " ['2022-01-25', 573.0],\n",
       " ['2022-02-02', 567.0],\n",
       " ['2022-02-07', 565.0],\n",
       " ['2022-01-14', 560.0],\n",
       " ['2022-02-01', 560.0],\n",
       " ['2022-02-14', 544.0],\n",
       " ['2022-02-03', 541.0],\n",
       " ['2022-01-24', 530.0],\n",
       " ['2022-02-04', 527.0],\n",
       " ['2022-01-26', 525.0],\n",
       " ['2022-01-21', 459.0],\n",
       " ['2022-01-10', 442.0],\n",
       " ['2022-01-31', 440.0],\n",
       " ['2022-01-11', 393.0],\n",
       " ['2022-01-04', 380.0],\n",
       " ['2022-01-28', 375.0],\n",
       " ['2022-01-05', 363.0],\n",
       " ['2022-02-12', 362.0],\n",
       " ['2022-01-03', 351.0],\n",
       " ['2022-01-16', 340.0],\n",
       " ['2022-01-06', 339.0],\n",
       " ['2022-02-05', 335.0],\n",
       " ['2022-01-15', 332.0],\n",
       " ['2022-02-06', 324.0],\n",
       " ['2022-01-07', 312.0],\n",
       " ['2022-02-13', 303.0],\n",
       " ['2022-01-29', 302.0],\n",
       " ['2022-01-22', 297.0],\n",
       " ['2022-01-30', 297.0],\n",
       " ['2022-01-23', 296.0],\n",
       " ['2022-01-02', 292.0],\n",
       " ['2022-01-08', 290.0],\n",
       " ['2022-01-09', 263.0]]"
      ]
     },
     "execution_count": 90,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m.report_formatted"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 91,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Starting offset 1\n",
      "Starting offset 6\n",
      "Starting offset 11\n",
      "Starting offset 16\n",
      "Starting offset 21\n",
      "Starting offset 26\n",
      "Starting offset 31\n",
      "Starting offset 36\n",
      "Starting offset 41\n",
      "Starting offset 46\n",
      "Starting offset 51\n",
      "Starting offset 56\n",
      "Starting offset 61\n",
      "Starting offset 66\n",
      "Starting offset 71\n",
      "Starting offset 76\n",
      "Starting offset 81\n",
      "Starting offset 86\n",
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     ]
    }
   ],
   "source": [
    "m.browser()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'dimensions': [{'name': '2022-02-09'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [386.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [358.0]},\n",
       " {'dimensions': [{'name': '2022-02-08'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [344.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [334.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [331.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [326.0]},\n",
       " {'dimensions': [{'name': '2022-02-07'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [321.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [320.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [319.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [316.0]},\n",
       " {'dimensions': [{'name': '2022-02-11'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [315.0]},\n",
       " {'dimensions': [{'name': '2022-01-24'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
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       "  'metrics': [307.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [306.0]},\n",
       " {'dimensions': [{'name': '2022-01-12'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [305.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [299.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [293.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [293.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [290.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [285.0]},\n",
       " {'dimensions': [{'name': '2022-02-03'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [279.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [278.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [273.0]},\n",
       " {'dimensions': [{'name': '2022-01-21'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [237.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [229.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [221.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [212.0]},\n",
       " {'dimensions': [{'name': '2022-01-04'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [195.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [194.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [190.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [184.0]},\n",
       " {'dimensions': [{'name': '2022-01-03'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [182.0]},\n",
       " {'dimensions': [{'name': '2022-02-12'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [170.0]},\n",
       " {'dimensions': [{'name': '2022-01-07'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [154.0]},\n",
       " {'dimensions': [{'name': '2022-02-06'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [149.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [146.0]},\n",
       " {'dimensions': [{'name': '2022-01-22'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [144.0]},\n",
       " {'dimensions': [{'name': '2022-01-23'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [143.0]},\n",
       " {'dimensions': [{'name': '2022-02-13'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [140.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [137.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [136.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [134.0]},\n",
       " {'dimensions': [{'name': '2022-01-15'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [126.0]},\n",
       " {'dimensions': [{'name': '2022-01-09'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [120.0]},\n",
       " {'dimensions': [{'name': '2022-01-08'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [116.0]},\n",
       " {'dimensions': [{'name': '2022-01-02'},\n",
       "   {'icon_id': '6',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google Chrome',\n",
       "    'id': '6'}],\n",
       "  'metrics': [107.0]},\n",
       " {'dimensions': [{'name': '2022-01-15'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [95.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [84.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [83.0]},\n",
       " {'dimensions': [{'name': '2022-01-12'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [79.0]},\n",
       " {'dimensions': [{'name': '2022-02-09'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [78.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [76.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [76.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [74.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [74.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [74.0]},\n",
       " {'dimensions': [{'name': '2022-02-11'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [72.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [72.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [70.0]},\n",
       " {'dimensions': [{'name': '2022-02-07'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [70.0]},\n",
       " {'dimensions': [{'name': '2022-01-02'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [69.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [69.0]},\n",
       " {'dimensions': [{'name': '2022-01-03'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [68.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [67.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [66.0]},\n",
       " {'dimensions': [{'name': '2022-02-11'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [66.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '70',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер',\n",
       "    'id': '70'}],\n",
       "  'metrics': [65.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '83',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Chrome Mobile',\n",
       "    'id': '83'}],\n",
       "  'metrics': [64.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '70',\n",
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       " {'dimensions': [{'name': '2022-01-03'},\n",
       "   {'icon_id': '72',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "   {'icon_id': '190',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Samsung Internet',\n",
       "    'id': '190'}],\n",
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       "   {'icon_id': '190',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Samsung Internet',\n",
       "    'id': '190'}],\n",
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       "   {'icon_id': '190',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Samsung Internet',\n",
       "    'id': '190'}],\n",
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       "   {'icon_id': '38',\n",
       "    'icon_type': 'browser',\n",
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       "   {'icon_id': '190',\n",
       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       " {'dimensions': [{'name': '2022-01-04'},\n",
       "   {'icon_id': '190',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Samsung Internet',\n",
       "    'id': '190'}],\n",
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       " {'dimensions': [{'name': '2022-01-10'},\n",
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       "  'metrics': [8.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
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       " {'dimensions': [{'name': '2022-01-15'},\n",
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       "    'icon_type': 'browser',\n",
       "    'name': 'Samsung Internet',\n",
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       "   {'icon_id': '72',\n",
       "    'icon_type': 'browser',\n",
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       " {'dimensions': [{'name': '2022-01-23'},\n",
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       "    'icon_type': 'browser',\n",
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       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '72',\n",
       "    'icon_type': 'browser',\n",
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       " {'dimensions': [{'name': '2022-01-29'},\n",
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       " {'dimensions': [{'name': '2022-02-01'},\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "    'name': 'Яндекс Старт: мобильное приложение',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       " {'dimensions': [{'name': '2022-01-30'},\n",
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       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
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       "    'icon_type': 'browser',\n",
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       "    'icon_type': 'browser',\n",
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       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-04'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-07'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-08'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-09'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-15'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-21'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-21'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-23'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-23'},\n",
       "   {'icon_id': '197',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Meizu Browser',\n",
       "    'id': '197'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-24'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-24'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '190',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Samsung Internet',\n",
       "    'id': '190'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-02-03'},\n",
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       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-02-03'},\n",
       "   {'icon_id': '203',\n",
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       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [2.0]},\n",
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       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
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       " {'dimensions': [{'name': '2022-02-07'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
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       "    'id': '203'}],\n",
       "  'metrics': [2.0]},\n",
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       "    'name': 'Яндекс Старт: мобильное приложение',\n",
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       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-02-09'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [2.0]},\n",
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       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
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       "  'metrics': [2.0]},\n",
       " {'dimensions': [{'name': '2022-01-02'},\n",
       "   {'icon_id': '0', 'icon_type': 'browser', 'name': None, 'id': '0'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-02'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-02'},\n",
       "   {'icon_id': '37',\n",
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       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
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       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-03'},\n",
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       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-03'},\n",
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       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-04'},\n",
       "   {'icon_id': '0', 'icon_type': 'browser', 'name': None, 'id': '0'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-04'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
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       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
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       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
       "   {'icon_id': '186', 'icon_type': 'browser', 'name': 'CocCoc', 'id': '186'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
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       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-05'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-06'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-07'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-07'},\n",
       "   {'icon_id': '53',\n",
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       "    'name': 'Firefox Mobile',\n",
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       " {'dimensions': [{'name': '2022-01-07'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
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       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-08'},\n",
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       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-08'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
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       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
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       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-10'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-11'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-12'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-12'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-12'},\n",
       "   {'icon_id': '198',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Waterfox',\n",
       "    'id': '198'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-13'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-14'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-16'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-17'},\n",
       "   {'icon_id': '192',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс.Браузер lite',\n",
       "    'id': '192'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-18'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-19'},\n",
       "   {'icon_id': '199', 'icon_type': 'browser', 'name': 'Atom', 'id': '199'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-20'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-21'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-21'},\n",
       "   {'icon_id': '197',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Meizu Browser',\n",
       "    'id': '197'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-22'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-22'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-23'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-23'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-24'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-24'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '102',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Playstation',\n",
       "    'id': '102'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-25'},\n",
       "   {'icon_id': '199', 'icon_type': 'browser', 'name': 'Atom', 'id': '199'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-26'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-27'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'},\n",
       "   {'icon_id': '130', 'icon_type': 'browser', 'name': 'Vivaldi', 'id': '130'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-28'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-29'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-30'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-01-31'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'},\n",
       "   {'icon_id': '95', 'icon_type': 'browser', 'name': 'Chromium', 'id': '95'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'},\n",
       "   {'icon_id': '200',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Touch',\n",
       "    'id': '200'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-01'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-02'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-03'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-03'},\n",
       "   {'icon_id': '110', 'icon_type': 'browser', 'name': 'Puffin', 'id': '110'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-04'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-05'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-06'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-06'},\n",
       "   {'icon_id': '199', 'icon_type': 'browser', 'name': 'Atom', 'id': '199'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-07'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-07'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-07'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-08'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-08'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-09'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-09'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-09'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '30',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'WebKit, другие',\n",
       "    'id': '30'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '93', 'icon_type': 'browser', 'name': 'PaleMoon', 'id': '93'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '117',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Яндекс Старт: мобильное приложение',\n",
       "    'id': '117'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-10'},\n",
       "   {'icon_id': '197',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Meizu Browser',\n",
       "    'id': '197'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-11'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-12'},\n",
       "   {'icon_id': '191', 'icon_type': 'browser', 'name': 'MIUI', 'id': '191'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-13'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-13'},\n",
       "   {'icon_id': '14', 'icon_type': 'browser', 'name': 'UCWEB', 'id': '14'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-13'},\n",
       "   {'icon_id': '53',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Firefox Mobile',\n",
       "    'id': '53'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'},\n",
       "   {'icon_id': '5', 'icon_type': 'browser', 'name': 'MSIE', 'id': '5'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'},\n",
       "   {'icon_id': '37',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Opera Mobile',\n",
       "    'id': '37'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'},\n",
       "   {'icon_id': '120',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Google: мобильное приложение',\n",
       "    'id': '120'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-14'},\n",
       "   {'icon_id': '203',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'Huawei Browser',\n",
       "    'id': '203'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'},\n",
       "   {'icon_id': '1', 'icon_type': 'browser', 'name': 'Opera Mini', 'id': '1'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'},\n",
       "   {'icon_id': '33', 'icon_type': 'browser', 'name': 'Maxthon', 'id': '33'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'},\n",
       "   {'icon_id': '88',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'MQQBrowser',\n",
       "    'id': '88'}],\n",
       "  'metrics': [1.0]},\n",
       " {'dimensions': [{'name': '2022-02-15'},\n",
       "   {'icon_id': '204',\n",
       "    'icon_type': 'browser',\n",
       "    'name': 'HeadlessChrome',\n",
       "    'id': '204'}],\n",
       "  'metrics': [1.0]}]"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m.report"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 93,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " ['2022-02-10', 'Google Chrome', 358.0],\n",
       " ['2022-02-08', 'Google Chrome', 344.0],\n",
       " ['2022-02-15', 'Google Chrome', 334.0],\n",
       " ['2022-01-18', 'Google Chrome', 331.0],\n",
       " ['2022-01-13', 'Google Chrome', 326.0],\n",
       " ['2022-02-07', 'Google Chrome', 321.0],\n",
       " ['2022-01-27', 'Google Chrome', 320.0],\n",
       " ['2022-02-14', 'Google Chrome', 319.0],\n",
       " ['2022-01-25', 'Google Chrome', 316.0],\n",
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       " ['2022-01-24', 'Google Chrome', 307.0],\n",
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       " ['2022-01-12', 'Google Chrome', 305.0],\n",
       " ['2022-01-20', 'Google Chrome', 299.0],\n",
       " ['2022-01-17', 'Google Chrome', 293.0],\n",
       " ['2022-01-19', 'Google Chrome', 293.0],\n",
       " ['2022-01-14', 'Google Chrome', 290.0],\n",
       " ['2022-02-02', 'Google Chrome', 285.0],\n",
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       " ['2022-02-04', 'Google Chrome', 273.0],\n",
       " ['2022-01-21', 'Google Chrome', 237.0],\n",
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       " ['2022-01-22', 'Google Chrome', 144.0],\n",
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       " ['2022-01-02', 'Google Chrome', 107.0],\n",
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       " ['2022-01-12', 'Яндекс.Браузер', 79.0],\n",
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       " ['2022-01-19', 'Chrome Mobile', 69.0],\n",
       " ['2022-01-03', 'Chrome Mobile', 68.0],\n",
       " ['2022-01-17', 'Яндекс.Браузер', 67.0],\n",
       " ['2022-01-27', 'Яндекс.Браузер', 66.0],\n",
       " ['2022-02-11', 'Chrome Mobile', 66.0],\n",
       " ['2022-01-14', 'Яндекс.Браузер', 65.0],\n",
       " ['2022-01-14', 'Chrome Mobile', 64.0],\n",
       " ['2022-01-19', 'Яндекс.Браузер', 64.0],\n",
       " ['2022-01-18', 'Chrome Mobile', 62.0],\n",
       " ['2022-01-13', 'Chrome Mobile', 61.0],\n",
       " ['2022-01-20', 'Яндекс.Браузер', 61.0],\n",
       " ['2022-01-31', 'Chrome Mobile', 60.0],\n",
       " ['2022-02-04', 'Яндекс.Браузер', 60.0],\n",
       " ['2022-02-10', 'Яндекс.Браузер', 60.0],\n",
       " ['2022-01-21', 'Яндекс.Браузер', 59.0],\n",
       " ['2022-01-04', 'Chrome Mobile', 57.0],\n",
       " ['2022-02-03', 'Chrome Mobile', 57.0],\n",
       " ['2022-02-10', 'Chrome Mobile', 56.0],\n",
       " ['2022-02-01', 'Яндекс.Браузер', 55.0],\n",
       " ['2022-02-02', 'Яндекс.Браузер', 55.0],\n",
       " ['2022-02-03', 'Яндекс.Браузер', 55.0],\n",
       " ['2022-02-05', 'Chrome Mobile', 55.0],\n",
       " ['2022-02-09', 'Chrome Mobile', 55.0],\n",
       " ['2022-01-06', 'Chrome Mobile', 54.0],\n",
       " ['2022-01-09', 'Chrome Mobile', 54.0],\n",
       " ['2022-02-15', 'Firefox', 54.0],\n",
       " ['2022-01-08', 'Chrome Mobile', 53.0],\n",
       " ['2022-01-24', 'Chrome Mobile', 53.0],\n",
       " ['2022-02-08', 'Firefox', 53.0],\n",
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       " ['2022-01-21', 'Chrome Mobile', 49.0],\n",
       " ['2022-02-02', 'Chrome Mobile', 49.0],\n",
       " ['2022-02-09', 'Firefox', 49.0],\n",
       " ['2022-01-11', 'Chrome Mobile', 48.0],\n",
       " ['2022-01-12', 'Chrome Mobile', 48.0],\n",
       " ['2022-01-29', 'Chrome Mobile', 48.0],\n",
       " ['2022-02-06', 'Chrome Mobile', 48.0],\n",
       " ['2022-02-08', 'Chrome Mobile', 48.0],\n",
       " ['2022-01-07', 'Chrome Mobile', 46.0],\n",
       " ['2022-02-08', 'Яндекс.Браузер', 46.0],\n",
       " ['2022-02-01', 'Chrome Mobile', 45.0],\n",
       " ['2022-02-13', 'Chrome Mobile', 45.0],\n",
       " ['2022-01-18', 'Firefox', 44.0],\n",
       " ['2022-01-10', 'Яндекс.Браузер', 43.0],\n",
       " ['2022-01-25', 'Chrome Mobile', 43.0],\n",
       " ['2022-01-27', 'Chrome Mobile', 43.0],\n",
       " ['2022-02-04', 'Chrome Mobile', 43.0],\n",
       " ['2022-02-07', 'Chrome Mobile', 43.0],\n",
       " ['2022-02-12', 'Яндекс.Браузер', 43.0],\n",
       " ['2022-02-09', 'Safari', 42.0],\n",
       " ['2022-01-23', 'Chrome Mobile', 41.0],\n",
       " ['2022-01-27', 'Firefox', 41.0],\n",
       " ['2022-01-31', 'Яндекс.Браузер', 41.0],\n",
       " ['2022-01-12', 'Firefox', 40.0],\n",
       " ['2022-01-17', 'Firefox', 40.0],\n",
       " ['2022-01-22', 'Chrome Mobile', 40.0],\n",
       " ['2022-01-23', 'Яндекс.Браузер', 40.0],\n",
       " ['2022-01-24', 'Яндекс.Браузер', 40.0],\n",
       " ['2022-02-01', 'Firefox', 40.0],\n",
       " ['2022-02-15', 'Chrome Mobile', 40.0],\n",
       " ['2022-01-11', 'Яндекс.Браузер', 39.0],\n",
       " ['2022-01-20', 'Edge', 39.0],\n",
       " ['2022-01-30', 'Chrome Mobile', 39.0],\n",
       " ['2022-02-10', 'Firefox', 39.0],\n",
       " ['2022-01-28', 'Chrome Mobile', 38.0],\n",
       " ['2022-01-13', 'Edge', 37.0],\n",
       " ['2022-01-26', 'Firefox', 37.0],\n",
       " ['2022-01-13', 'Firefox', 36.0],\n",
       " ['2022-01-18', 'Edge', 35.0],\n",
       " ['2022-01-22', 'Яндекс.Браузер', 35.0],\n",
       " ['2022-02-02', 'Safari', 35.0],\n",
       " ['2022-02-04', 'Firefox', 35.0],\n",
       " ['2022-01-13', 'Safari', 34.0],\n",
       " ['2022-01-26', 'Safari', 34.0],\n",
       " ['2022-01-27', 'Safari', 34.0],\n",
       " ['2022-02-02', 'Firefox', 34.0],\n",
       " ['2022-01-02', 'Яндекс.Браузер', 33.0],\n",
       " ['2022-01-17', 'Safari', 33.0],\n",
       " ['2022-01-19', 'Firefox', 33.0],\n",
       " ['2022-02-05', 'Яндекс.Браузер', 33.0],\n",
       " ['2022-02-13', 'Яндекс.Браузер', 33.0],\n",
       " ['2022-02-15', 'Edge', 33.0],\n",
       " ['2022-01-15', 'Яндекс.Браузер', 32.0],\n",
       " ['2022-01-24', 'Firefox', 32.0],\n",
       " ['2022-01-27', 'Edge', 32.0],\n",
       " ['2022-01-30', 'Яндекс.Браузер', 32.0],\n",
       " ['2022-02-10', 'Safari', 32.0],\n",
       " ['2022-01-16', 'Яндекс.Браузер', 31.0],\n",
       " ['2022-01-19', 'Safari', 31.0],\n",
       " ['2022-01-26', 'Chrome Mobile', 31.0],\n",
       " ['2022-02-01', 'Safari', 31.0],\n",
       " ['2022-02-03', 'Safari', 31.0],\n",
       " ['2022-02-07', 'Firefox', 31.0],\n",
       " ['2022-01-09', 'Яндекс.Браузер', 30.0],\n",
       " ['2022-01-12', 'Safari', 30.0],\n",
       " ['2022-01-14', 'Safari', 30.0],\n",
       " ['2022-01-25', 'Firefox', 30.0],\n",
       " ['2022-02-06', 'Яндекс.Браузер', 30.0],\n",
       " ['2022-02-12', 'Firefox', 30.0],\n",
       " ['2022-01-19', 'Edge', 29.0],\n",
       " ['2022-01-20', 'Firefox', 29.0],\n",
       " ['2022-02-11', 'Firefox', 29.0],\n",
       " ['2022-02-14', 'Chrome Mobile', 29.0],\n",
       " ['2022-01-04', 'Firefox', 28.0],\n",
       " ['2022-01-08', 'Яндекс.Браузер', 28.0],\n",
       " ['2022-01-11', 'Edge', 28.0],\n",
       " ['2022-01-10', 'Safari', 27.0],\n",
       " ['2022-01-20', 'Safari', 27.0],\n",
       " ['2022-01-25', 'Safari', 27.0],\n",
       " ['2022-02-02', 'Mobile Safari', 27.0],\n",
       " ['2022-02-04', 'Safari', 27.0],\n",
       " ['2022-02-07', 'Safari', 27.0],\n",
       " ['2022-02-09', 'Edge', 27.0],\n",
       " ['2022-02-11', 'Edge', 27.0],\n",
       " ['2022-01-11', 'Safari', 26.0],\n",
       " ['2022-01-12', 'Edge', 26.0],\n",
       " ['2022-01-14', 'Firefox', 26.0],\n",
       " ['2022-01-28', 'Яндекс.Браузер', 26.0],\n",
       " ['2022-01-29', 'Firefox', 26.0],\n",
       " ['2022-01-31', 'Firefox', 26.0],\n",
       " ['2022-01-31', 'Safari', 26.0],\n",
       " ['2022-02-10', 'Edge', 26.0],\n",
       " ['2022-02-14', 'Firefox', 26.0],\n",
       " ['2022-01-06', 'Firefox', 25.0],\n",
       " ['2022-02-08', 'Safari', 25.0],\n",
       " ['2022-02-14', 'Edge', 25.0],\n",
       " ['2022-02-15', 'Safari', 25.0],\n",
       " ['2022-01-21', 'Safari', 24.0],\n",
       " ['2022-02-02', 'Edge', 24.0],\n",
       " ['2022-01-02', 'Firefox', 23.0],\n",
       " ['2022-01-06', 'Яндекс.Браузер', 23.0],\n",
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       " ['2022-01-14', 'MQQBrowser', 2.0],\n",
       " ['2022-01-14', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-01-14', 'Google: мобильное приложение', 2.0],\n",
       " ['2022-01-15', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-01-17', 'MSIE', 2.0],\n",
       " ['2022-01-17', 'UCWEB', 2.0],\n",
       " ['2022-01-18', 'Opera Mini', 2.0],\n",
       " ['2022-01-18', 'MIUI', 2.0],\n",
       " ['2022-01-18', 'Huawei Browser', 2.0],\n",
       " ['2022-01-19', 'Huawei Browser', 2.0],\n",
       " ['2022-01-20', 'MIUI', 2.0],\n",
       " ['2022-01-20', 'Huawei Browser', 2.0],\n",
       " ['2022-01-21', 'Opera Mini', 2.0],\n",
       " ['2022-01-21', 'Google: мобильное приложение', 2.0],\n",
       " ['2022-01-23', 'UCWEB', 2.0],\n",
       " ['2022-01-23', 'Meizu Browser', 2.0],\n",
       " ['2022-01-24', 'Google: мобильное приложение', 2.0],\n",
       " ['2022-01-24', 'MIUI', 2.0],\n",
       " ['2022-01-25', 'Samsung Internet', 2.0],\n",
       " ['2022-01-26', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-01-27', 'MIUI', 2.0],\n",
       " ['2022-01-28', 'MIUI', 2.0],\n",
       " ['2022-01-29', 'Firefox Mobile', 2.0],\n",
       " ['2022-01-29', 'Huawei Browser', 2.0],\n",
       " ['2022-01-30', 'Opera Mobile', 2.0],\n",
       " ['2022-01-30', 'Google: мобильное приложение', 2.0],\n",
       " ['2022-02-02', 'Opera Mini', 2.0],\n",
       " ['2022-02-02', 'MIUI', 2.0],\n",
       " ['2022-02-03', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-02-03', 'Huawei Browser', 2.0],\n",
       " ['2022-02-06', 'Firefox Mobile', 2.0],\n",
       " ['2022-02-06', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-02-07', 'Huawei Browser', 2.0],\n",
       " ['2022-02-08', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-02-09', 'MQQBrowser', 2.0],\n",
       " ['2022-02-10', 'MIUI', 2.0],\n",
       " ['2022-02-12', 'Google: мобильное приложение', 2.0],\n",
       " ['2022-02-13', 'Яндекс Старт: мобильное приложение', 2.0],\n",
       " ['2022-02-13', 'MIUI', 2.0],\n",
       " ['2022-01-02', None, 1.0],\n",
       " ['2022-01-02', 'Opera Mini', 1.0],\n",
       " ['2022-01-02', 'Opera Mobile', 1.0],\n",
       " ['2022-01-02', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-02', 'Huawei Browser', 1.0],\n",
       " ['2022-01-03', 'UCWEB', 1.0],\n",
       " ['2022-01-03', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-03', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-04', None, 1.0],\n",
       " ['2022-01-04', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-04', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-04', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-05', 'Opera Mobile', 1.0],\n",
       " ['2022-01-05', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-05', 'CocCoc', 1.0],\n",
       " ['2022-01-05', 'Huawei Browser', 1.0],\n",
       " ['2022-01-05', 'HeadlessChrome', 1.0],\n",
       " ['2022-01-06', 'MSIE', 1.0],\n",
       " ['2022-01-06', 'Opera Mobile', 1.0],\n",
       " ['2022-01-06', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-07', 'WebKit, другие', 1.0],\n",
       " ['2022-01-07', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-07', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-07', 'MIUI', 1.0],\n",
       " ['2022-01-08', 'Opera Mini', 1.0],\n",
       " ['2022-01-08', 'MQQBrowser', 1.0],\n",
       " ['2022-01-09', 'MSIE', 1.0],\n",
       " ['2022-01-09', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-09', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-10', 'Opera Mini', 1.0],\n",
       " ['2022-01-10', 'Opera Mobile', 1.0],\n",
       " ['2022-01-10', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-10', 'MQQBrowser', 1.0],\n",
       " ['2022-01-10', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-10', 'MIUI', 1.0],\n",
       " ['2022-01-10', 'Huawei Browser', 1.0],\n",
       " ['2022-01-11', 'HeadlessChrome', 1.0],\n",
       " ['2022-01-12', 'MSIE', 1.0],\n",
       " ['2022-01-12', 'WebKit, другие', 1.0],\n",
       " ['2022-01-12', 'Waterfox', 1.0],\n",
       " ['2022-01-13', 'Opera Mobile', 1.0],\n",
       " ['2022-01-13', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-13', 'MIUI', 1.0],\n",
       " ['2022-01-14', 'Opera Mobile', 1.0],\n",
       " ['2022-01-14', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-14', 'Huawei Browser', 1.0],\n",
       " ['2022-01-16', 'Opera Mini', 1.0],\n",
       " ['2022-01-16', 'MSIE', 1.0],\n",
       " ['2022-01-16', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-16', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-16', 'MIUI', 1.0],\n",
       " ['2022-01-17', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-17', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-17', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-17', 'Яндекс.Браузер lite', 1.0],\n",
       " ['2022-01-18', 'MQQBrowser', 1.0],\n",
       " ['2022-01-19', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-19', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-19', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-19', 'Atom', 1.0],\n",
       " ['2022-01-20', 'MSIE', 1.0],\n",
       " ['2022-01-20', 'MQQBrowser', 1.0],\n",
       " ['2022-01-20', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-21', 'UCWEB', 1.0],\n",
       " ['2022-01-21', 'Meizu Browser', 1.0],\n",
       " ['2022-01-22', 'MSIE', 1.0],\n",
       " ['2022-01-22', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-23', 'Opera Mini', 1.0],\n",
       " ['2022-01-23', 'MIUI', 1.0],\n",
       " ['2022-01-24', 'MSIE', 1.0],\n",
       " ['2022-01-24', 'Huawei Browser', 1.0],\n",
       " ['2022-01-25', 'Opera Mini', 1.0],\n",
       " ['2022-01-25', 'Playstation', 1.0],\n",
       " ['2022-01-25', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-25', 'MIUI', 1.0],\n",
       " ['2022-01-25', 'Atom', 1.0],\n",
       " ['2022-01-26', 'MSIE', 1.0],\n",
       " ['2022-01-26', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-26', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-26', 'Huawei Browser', 1.0],\n",
       " ['2022-01-27', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-27', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-01-27', 'Huawei Browser', 1.0],\n",
       " ['2022-01-28', 'UCWEB', 1.0],\n",
       " ['2022-01-28', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-28', 'Vivaldi', 1.0],\n",
       " ['2022-01-28', 'Huawei Browser', 1.0],\n",
       " ['2022-01-29', 'Opera Mini', 1.0],\n",
       " ['2022-01-29', 'Opera Mobile', 1.0],\n",
       " ['2022-01-29', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-30', 'Opera Mini', 1.0],\n",
       " ['2022-01-30', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-30', 'MQQBrowser', 1.0],\n",
       " ['2022-01-30', 'MIUI', 1.0],\n",
       " ['2022-01-30', 'Huawei Browser', 1.0],\n",
       " ['2022-01-31', 'MSIE', 1.0],\n",
       " ['2022-01-31', 'WebKit, другие', 1.0],\n",
       " ['2022-01-31', 'Firefox Mobile', 1.0],\n",
       " ['2022-01-31', 'MQQBrowser', 1.0],\n",
       " ['2022-01-31', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-01-31', 'Huawei Browser', 1.0],\n",
       " ['2022-02-01', 'Chromium', 1.0],\n",
       " ['2022-02-01', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-02-01', 'MIUI', 1.0],\n",
       " ['2022-02-01', 'Opera Touch', 1.0],\n",
       " ['2022-02-01', 'HeadlessChrome', 1.0],\n",
       " ['2022-02-02', 'WebKit, другие', 1.0],\n",
       " ['2022-02-02', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-02', 'MQQBrowser', 1.0],\n",
       " ['2022-02-02', 'Huawei Browser', 1.0],\n",
       " ['2022-02-02', 'HeadlessChrome', 1.0],\n",
       " ['2022-02-03', 'Opera Mobile', 1.0],\n",
       " ['2022-02-03', 'Puffin', 1.0],\n",
       " ['2022-02-04', 'UCWEB', 1.0],\n",
       " ['2022-02-04', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-04', 'MQQBrowser', 1.0],\n",
       " ['2022-02-04', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-02-04', 'Huawei Browser', 1.0],\n",
       " ['2022-02-04', 'HeadlessChrome', 1.0],\n",
       " ['2022-02-05', 'WebKit, другие', 1.0],\n",
       " ['2022-02-05', 'Opera Mobile', 1.0],\n",
       " ['2022-02-05', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-05', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-02-05', 'MIUI', 1.0],\n",
       " ['2022-02-06', 'MQQBrowser', 1.0],\n",
       " ['2022-02-06', 'Atom', 1.0],\n",
       " ['2022-02-07', 'WebKit, другие', 1.0],\n",
       " ['2022-02-07', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-07', 'MIUI', 1.0],\n",
       " ['2022-02-08', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-08', 'Huawei Browser', 1.0],\n",
       " ['2022-02-09', 'Opera Mobile', 1.0],\n",
       " ['2022-02-09', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-02-09', 'Huawei Browser', 1.0],\n",
       " ['2022-02-10', 'UCWEB', 1.0],\n",
       " ['2022-02-10', 'WebKit, другие', 1.0],\n",
       " ['2022-02-10', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-10', 'PaleMoon', 1.0],\n",
       " ['2022-02-10', 'Яндекс Старт: мобильное приложение', 1.0],\n",
       " ['2022-02-10', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-02-10', 'Meizu Browser', 1.0],\n",
       " ['2022-02-11', 'HeadlessChrome', 1.0],\n",
       " ['2022-02-12', 'MIUI', 1.0],\n",
       " ['2022-02-13', 'MSIE', 1.0],\n",
       " ['2022-02-13', 'UCWEB', 1.0],\n",
       " ['2022-02-13', 'Firefox Mobile', 1.0],\n",
       " ['2022-02-14', 'MSIE', 1.0],\n",
       " ['2022-02-14', 'Opera Mobile', 1.0],\n",
       " ['2022-02-14', 'Google: мобильное приложение', 1.0],\n",
       " ['2022-02-14', 'Huawei Browser', 1.0],\n",
       " ['2022-02-15', 'Opera Mini', 1.0],\n",
       " ['2022-02-15', 'Maxthon', 1.0],\n",
       " ['2022-02-15', 'MQQBrowser', 1.0],\n",
       " ['2022-02-15', 'HeadlessChrome', 1.0]]"
      ]
     },
     "execution_count": 93,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "m.reformat_api_report()\n",
    "m.report_formatted"
   ]
  }
 ],
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