diff --git a/assignment1.html b/assignment1.html new file mode 100644 index 0000000..cc47cfc --- /dev/null +++ b/assignment1.html @@ -0,0 +1,42 @@ + + + + +tst - Databricks + + + + + + + + + + + + + + + + + + + diff --git a/assignment1p2.html b/assignment1p2.html new file mode 100644 index 0000000..d8cdc9f --- /dev/null +++ b/assignment1p2.html @@ -0,0 +1,42 @@ + + + + +ty1 - Databricks + + + + + + + + + + + + + + + + + + + diff --git a/assignment2 (1).html b/assignment2 (1).html new file mode 100644 index 0000000..ae511db --- /dev/null +++ b/assignment2 (1).html @@ -0,0 +1,42 @@ + + + + +assignment2 - Databricks + + + + + + + + + + + + + + + + + + + diff --git a/no_of_words.ipynb b/no_of_words.ipynb new file mode 100644 index 0000000..a1a5910 --- /dev/null +++ b/no_of_words.ipynb @@ -0,0 +1,110 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 49, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "count of alphabets\n", + "[3771, 3375, 2689, 2637, 2553, 2524, 2220, 2058, 1578, 1494, 1489, 1112, 926, 914, 839, 676, 602, 555, 468, 446, 378, 281, 150, 30, 21, 18]\n", + "top 5 alphabets with maximum\n", + "[3771, 3375, 2689, 2637, 2553]\n", + "graph of all alphabets and their count\n" + ] + }, + { + "data": { + "image/png": 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\n", + "text/plain": [ + "
" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "import requests\n", + "import webbrowser\n", + "from bs4 import BeautifulSoup\n", + "import re\n", + "from matplotlib import pyplot as plt\n", + "url=\"https://www.cricbuzz.com/\"\n", + "\n", + "page=requests.get(url)\n", + "page=page.text\n", + "\n", + "content=BeautifulSoup(page,\"html.parser\")\n", + "#print(content.text)\n", + "ll=[]\n", + "l2=[\"?\",\"\\xa0•\\xa0\\xa0GMT\",\"►\",\"✖ \",\"suggest.tag\",\"SEARCH .cb-srch-ico{margin: 0} \",\"{{}} \",\"\"\"CBQueue.push(function(){ if((_GEO.country == \"US\" || _GEO.country == \"CA\") && false){ _ele('#video_playlist').html('
'); }else if([\"AE\",\"SA\",\"KW\",\"BH\",\"QA\",\"OM\",\"GB\"].indexOf(_GEO.country) != -1 && false){ var eplr = document.createElement('script'); eplr.type = 'text/javascript'; eplr.async = true; eplr.src = 'https://player.performgroup.com/eplayer.js#ccb175de91b4f3c5c4bbed6a35.qjdsydmry69m1je82zk8il975'; var vpl = document.getElementById('video_playlist'); vpl.className = \"cb-bg-white\"; vpl.style.margin = \"0px 5px 10px\"; vpl.appendChild(eplr); } }); CBQueue.push(function(){\tif(_GEO.country == \"US\" || _GEO.country == \"CA\"){\t_ele('#kaltura-video-player').removeClass('disp-none');\t}\tif(_GEO.country == \"IN\" ){\t_ele('specials-home-module').removeClass('disp-none');\t}\"\"\",\n", + " \"\"\" CBQueue.push(function(){ if((_GEO.country == \"US\" || _GEO.country == \"CA\") && false){ _ele('#video_playlist').html('
'); }else if([\"AE\",\"SA\",\"KW\",\"BH\",\"QA\",\"OM\",\"GB\"].indexOf(_GEO.country) != -1 && false){ var eplr = document.createElement('script'); eplr.type = 'text/javascript'; eplr.async = true; eplr.src = 'https://player.performgroup.com/eplayer.js#ccb175de91b4f3c5c4bbed6a35.qjdsydmry69m1je82zk8il975'; var vpl = document.getElementById('video_playlist'); vpl.className = \"cb-bg-white\"; vpl.style.margin = \"0px 5px 10px\"; vpl.appendChild(eplr); } });\"\"\"]\n", + "content2=content.find_all(\"div\")\n", + "for i in content2:\n", + " ll.append(i.text)\n", + " \n", + "#print(len(ll))\n", + "\n", + "def list_to_str(s):\n", + " str = \"\"\n", + " for ele in s:\n", + " str=str+ele\n", + " return str\n", + "\n", + "raw_material=list_to_str(ll)\n", + "#print(raw_material) \n", + "for i in l2:\n", + " raw_material=raw_material.replace(i,\"\")\n", + "#print(raw_material)\n", + "total_len=[]\n", + "list_of_alphabets=[]\n", + "for i in range(97,123):\n", + " list_of_alphabets.append(chr(i))\n", + " x = re.findall(f\"{chr(i)}\", raw_material)\n", + " total_len.append(len(x))\n", + "\n", + "#print(total_len)\n", + "\n", + "total_len.sort(reverse=True)\n", + "print(\"count of alphabets\")\n", + "print(total_len)\n", + "max_list=[]\n", + "for i in range(0,5):\n", + " max_list.append(total_len[i])\n", + "print(\"top 5 alphabets with maximum count\")\n", + "print(max_list)\n", + "print(\"graph of all alphabets and their count\")\n", + "\n", + "plt.bar(list_of_alphabets,total_len)\n", + "plt.show()\n" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/sentimental_analysis.ipynb b/sentimental_analysis.ipynb new file mode 100644 index 0000000..b23f690 --- /dev/null +++ b/sentimental_analysis.ipynb @@ -0,0 +1,95 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "# Sentiment analysis is basically the process of determining the attitude or the emotion of the writer, \n", + "#i.e., whether it is positive or negative or neutral.\n", + "#polarity stands for negative and positive.range[-1,1]\n", + "#Subjective sentences generally refer to personal opinion, emotion or judgment[0,1]" + ] + }, + { + "cell_type": "code", + "execution_count": 37, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Sentiment(polarity=-0.8, subjectivity=0.9)" + ] + }, + "execution_count": 37, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import pyaudio\n", + "import speech_recognition as sr\n", + "from textblob import TextBlob\n", + "# from textblob.sentiments import NaiveBayesAnalyzer\n", + "r=sr.Recognizer()\n", + "sr.Microphone.list_microphone_names()\n", + "mic=sr.Microphone(device_index=1)\n", + "with mic as source:\n", + " audio=r.listen(source) \n", + "r.recognize_google(audio)\n", + "# audio=str(audio)\n", + "\n", + "TextBlob(str(r.recognize_google(audio))).sentiment\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "TextBlob(\"naly\")" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/whatspp.ipynb b/whatspp.ipynb new file mode 100644 index 0000000..6428176 --- /dev/null +++ b/whatspp.ipynb @@ -0,0 +1,200 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "scrolled": true + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "//span[contains(@title,\"Papa\")]\n", + "//span[contains(@title,\"Natasha Di\")]\n", + "//span[contains(@title,\"Shreyansh\")]\n", + "//span[contains(@title,\"Mummy\")]\n", + "//span[contains(@title,\"Khushi 2\")]\n", + "['none', 'none', 'none', 'none', 'none']\n", + "['22:46:07', '22:46:38', '22:47:09', '22:47:39', '22:48:10']\n" + ] + }, + { + "data": { + "text/html": [ + "
\n", + "\n", + "\n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + " \n", + "
onlineoffline
\"Papa\"none22:46:07
\"Natasha Di\"none22:46:38
\"Shreyansh\"none22:47:09
\"Mummy\"none22:47:39
\"Khushi 2\"none22:48:10
\n", + "
" + ], + "text/plain": [ + " online offline\n", + "\"Papa\" none 22:46:07\n", + "\"Natasha Di\" none 22:46:38\n", + "\"Shreyansh\" none 22:47:09\n", + "\"Mummy\" none 22:47:39\n", + "\"Khushi 2\" none 22:48:10" + ] + }, + "execution_count": 32, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from selenium import webdriver\n", + "from selenium.webdriver.common.by import By\n", + "from selenium.webdriver.support.ui import WebDriverWait\n", + "from selenium.webdriver.support import expected_conditions as EC\n", + "from selenium.common.exceptions import TimeoutException\n", + "from datetime import datetime\n", + "import pandas as pd\n", + "driver=webdriver.Chrome('C:/Users/LENOVO/Desktop/chromedriver.exe')\n", + "driver.get('https://web.whatsapp.com/')\n", + "\n", + "\n", + "\n", + "\n", + "t_list=['\"Papa\"','\"Natasha Di\"','\"Shreyansh\"','\"Mummy\"','\"Khushi 2\"']\n", + "\n", + "\n", + "online_list=[]\n", + "offline_list=[]\n", + "try:\n", + " for i in range(0,len(t_list)):\n", + " wait=WebDriverWait(driver,30)\n", + " x_arg='//span[contains(@title,' + t_list[i] + ')]'\n", + " print(x_arg)\n", + " target=wait.until(EC.presence_of_element_located((By.XPATH,x_arg)))\n", + "# print(target.text)\n", + " target.click()\n", + "\n", + "\n", + " o_target='\"online\"'\n", + " o_arg='//span[contains(@title,'+ o_target +')]'\n", + " \n", + " try:\n", + " online_target=wait.until(EC.presence_of_element_located((By.XPATH,o_arg)))\n", + " if (online_target.text==\"online\"):\n", + " x=str(datetime.now()).split()\n", + " x=x[1].split(\".\")\n", + " online_list.append(x[0])\n", + " while(online_target.text==\"online\"):\n", + " \n", + " online_target=wait.until(EC.presence_of_element_located((By.XPATH,o_arg)))\n", + " \n", + " \n", + " except Exception as e:\n", + " y=str(datetime.now()).split()\n", + " y=y[1].split(\".\")\n", + " offline_list.append(y[0])\n", + " online_list.append(\"none\")\n", + " \n", + " \n", + " \n", + " \n", + "except Exception as e:\n", + " print(\"offline\")\n", + " print(f\"error is {e}\")\n", + " \n", + "\n", + "\n", + "print(online_list)\n", + "print(offline_list)\n", + "df=pd.DataFrame(list(zip(online_list,offline_list,)),index=t_list,columns=['online','offline'])\n", + "df\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/worldometertocsv.ipynb b/worldometertocsv.ipynb new file mode 100644 index 0000000..8ad3b56 --- /dev/null +++ b/worldometertocsv.ipynb @@ -0,0 +1,94 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[['Country,Other', 'TotalCases', 'NewCases', 'TotalDeaths', 'NewDeaths', 'TotalRecovered', 'ActiveCases', 'Serious,Critical', 'Tot', 'Cases/1M', 'pop', 'Deaths/1M', 'pop', 'TotalTests', 'Tests/', '1M', 'pop', 'Continent'], ['North', 'America', '1,227,839', '+2,884', '71,927', '+147', '200,904', '955,008', '17,724', 'North', 'America'], ['Europe', '1,415,235', '+16,172', '137,993', '+584', '528,680', '748,562', '17,976', 'Europe'], ['Asia', '538,081', '+4,240', '19,099', '+138', '278,040', '240,942', '5,511', 'Asia'], ['South', 'America', '190,749', '+650', '9,508', '+28', '63,915', '117,326', '9,816', 'South', 'America'], ['Oceania', '8,370', '+22', '113', '+1', '7,134', '1,123', '30', 'Australia/Oceania'], ['Africa', '41,696', '+256', '1,698', '+7', '14,099', '25,899', '126', 'Africa'], ['721', '15', '645', '61', '4'], ['World', '3,422,691', '+24,224', '240,353', '+905', '1,093,417', '2,088,921', '51,187', '439', '30.8', 'All'], ['USA', '1,132,038', '+1,008', '65,783', '+30', '161,666', '904,589', '16,481', '3,420', '199', '6,700,781', '20,244', 'North', 'America'], ['Spain', '245,567', '+2,579', '25,100', '+276', '146,233', '74,234', '2,500', '5,252', '537', '1,528,833', '32,699', 'Europe'], ['Italy', '207,428', '28,236', '78,249', '100,943', '1,578', '3,431', '467', '2,053,425', '33,962', 'Europe'], ['UK', '177,454', '27,510', 'N/A', '149,600', '1,559', '2,614', '405', '1,023,824', '15,082', 'Europe'], ['France', '167,346', '24,594', '50,212', '92,540', '3,878', '2,564', '377', '1,100,228', '16,856', 'Europe'], ['Germany', '164,077', '6,736', '129,000', '28,341', '2,189', '1,958', '80', '2,547,052', '30,400', 'Europe'], ['Russia', '124,054', '+9,623', '1,222', '+53', '15,013', '107,819', '2,300', '850', '8', '3,945,518', '27,036', 'Europe'], ['Turkey', '122,392', '3,258', '53,808', '65,326', '1,480', '1,451', '39', '1,075,048', '12,747', 'Asia'], ['Iran', '96,448', '+802', '6,156', '+65', '77,350', '12,942', '2,787', '1,148', '73', '484,541', '5,769', 'Asia'], ['Brazil', '92,630', '+521', '6,434', '+24', '38,039', '48,157', '8,318', '436', '30', '339,552', '1,597', 'South', 'America'], ['Canada', '55,061', '3,391', '22,751', '28,919', '557', '1,459', '90', '832,222', '22,050', 'North', 'America'], ['Belgium', '49,517', '+485', '7,765', '+62', '12,211', '29,541', '689', '4,273', '670', '260,996', '22,520', 'Europe'], ['Peru', '40,459', '1,124', '11,129', '28,206', '658', '1,227', '34', '342,498', '10,388', 'South', 'America'], ['Netherlands', '40,236', '+445', '4,987', '+94', 'N/A', '34,999', '735', '2,348', '291', '225,899', '13,184', 'Europe'], ['India', '37,336', '+79', '1,223', '10,007', '26,106', '27', '0.9', '976,363', '708', 'Asia'], ['Switzerland', '29,817', '+112', '1,754', '23,900', '4,163', '141', '3,445', '203', '276,000', '31,890', 'Europe'], ['Ecuador', '26,336', '1,063', '1,913', '23,360', '149', '1,493', '60', '71,950', '4,078', 'South', 'America'], ['Portugal', '25,351', '1,007', '1,647', '22,697', '154', '2,486', '99', '409,961', '40,205', 'Europe'], ['Saudi', 'Arabia', '24,097', '169', '3,555', '20,373', '117', '692', '5', '326,955', '9,392', 'Asia'], ['Sweden', '22,082', '+562', '2,669', '+16', '1,005', '18,408', '531', '2,186', '264', '119,500', '11,833', 'Europe'], ['Ireland', '20,833', '1,265', '13,386', '6,182', '123', '4,219', '256', '153,954', '31,179', 'Europe'], ['Mexico', '20,739', '+1,515', '1,972', '+113', '12,377', '6,390', '378', '161', '15', '91,188', '707', 'North', 'America'], ['Pakistan', '18,114', '+22', '417', '4,715', '12,982', '111', '82', '2', '193,859', '878', 'Asia'], ['Singapore', '17,548', '+447', '16', '1,268', '16,264', '23', '2,999', '3', '143,919', '24,600', 'Asia'], ['Chile', '17,008', '234', '9,018', '7,756', '392', '890', '12', '189,433', '9,910', 'South', 'America'], ['Israel', '16,152', '+51', '227', '+2', '9,400', '6,525', '107', '1,866', '26', '364,467', '42,108', 'Asia'], ['Belarus', '15,828', '+911', '97', '+4', '3,117', '12,614', '92', '1,675', '10', '195,430', '20,682', 'Europe'], ['Austria', '15,558', '+27', '596', '+7', '13,180', '1,782', '114', '1,727', '66', '269,619', '29,936', 'Europe'], ['Qatar', '14,872', '+776', '12', '1,534', '13,326', '72', '5,162', '4', '101,728', '35,309', 'Asia'], ['Japan', '14,305', '455', '2,975', '10,875', '328', '113', '4', '174,150', '1,377', 'Asia'], ['Poland', '13,375', '+270', '664', '+13', '3,762', '8,949', '160', '353', '18', '366,013', '9,671', 'Europe'], ['UAE', '13,038', '111', '2,543', '10,384', '1', '1,318', '11', '1,200,000', '121,330', 'Asia'], ['Romania', '12,732', '+165', '755', '+11', '4,547', '7,430', '265', '662', '39', '190,540', '9,905', 'Europe'], ['Ukraine', '11,411', '+550', '279', '+7', '1,498', '9,634', '151', '261', '6', '122,752', '2,807', 'Europe'], ['Indonesia', '10,843', '+292', '831', '+31', '1,665', '8,347', '40', '3', '107,943', '395', 'Asia'], ['S.', 'Korea', '10,780', '+6', '250', '+2', '9,123', '1,407', '55', '210', '5', '623,069', '12,153', 'Asia'], ['Denmark', '9,407', '+96', '475', '+15', '6,889', '2,043', '60', '1,624', '82', '221,912', '38,312', 'Europe'], ['Serbia', '9,205', '185', '1,379', '7,641', '65', '1,054', '21', '91,551', '10,478', 'Europe'], ['Philippines', '8,928', '+156', '603', '+24', '1,124', '7,201', '31', '81', '6', '115,012', '1,050', 'Asia'], ['Bangladesh', '8,790', '+552', '175', '+5', '177', '8,438', '1', '53', '1', '76,066', '462', 'Asia'], ['Norway', '7,783', '210', '32', '7,541', '37', '1,436', '39', '172,586', '31,835', 'Europe'], ['Czechia', '7,740', '+3', '241', '+1', '3,378', '4,121', '67', '723', '23', '253,826', '23,702', 'Europe'], ['Dominican', 'Republic', '7,288', '313', '1,387', '5,588', '144', '672', '29', '25,368', '2,339', 'North', 'America'], ['Colombia', '7,006', '314', '1,551', '5,141', '118', '138', '6', '108,950', '2,141', 'South', 'America'], ['Australia', '6,783', '+16', '93', '5,789', '901', '28', '266', '4', '611,583', '23,984', 'Australia/Oceania'], ['Panama', '6,720', '+188', '192', '+4', '622', '5,906', '85', '1,557', '44', '31,895', '7,392', 'North', 'America'], ['Malaysia', '6,176', '+105', '103', '4,326', '1,747', '31', '191', '3', '184,213', '5,692', 'Asia'], ['South', 'Africa', '5,951', '116', '2,382', '3,453', '36', '100', '2', '217,522', '3,668', 'Africa'], ['Egypt', '5,895', '406', '1,460', '4,029', '58', '4', '90,000', '879', 'Africa'], ['Finland', '5,176', '+125', '220', '+2', '3,000', '1,956', '52', '934', '40', '101,800', '18,373', 'Europe'], ['Morocco', '4,687', '+118', '172', '+1', '1,235', '3,280', '1', '127', '5', '38,102', '1,032', 'Africa'], ['Kuwait', '4,619', '+242', '33', '+3', '1,703', '2,883', '69', '1,082', '8', '179,000', '41,915', 'Asia'], ['Argentina', '4,532', '225', '1,292', '3,015', '157', '100', '5', '61,530', '1,361', 'South', 'America'], ['Algeria', '4,154', '453', '1,821', '1,880', '22', '95', '10', '6,500', '148', 'Africa'], ['Moldova', '3,980', '122', '1,272', '2,586', '237', '987', '30', '11,763', '2,916', 'Europe'], ['Luxembourg', '3,802', '92', '3,213', '497', '23', '6,074', '147', '44,895', '71,720', 'Europe'], ['Kazakhstan', '3,800', '+203', '25', '940', '2,835', '40', '202', '1', '268,534', '14,301', 'Asia'], ['Bahrain', '3,273', '+103', '8', '1,567', '1,698', '1', '1,924', '5', '138,278', '81,265', 'Asia'], ['Thailand', '2,966', '+6', '54', '2,732', '180', '61', '42', '0.8', '178,083', '2,551', 'Asia'], ['Hungary', '2,942', '+79', '335', '+12', '625', '1,982', '52', '305', '35', '79,551', '8,235', 'Europe'], ['Greece', '2,612', '140', '1,374', '1,098', '36', '251', '13', '77,251', '7,412', 'Europe'], ['Oman', '2,483', '+36', '11', '750', '1,722', '17', '486', '2', '40,459', '7,923', 'Asia'], ['Afghanistan', '2,469', '+134', '72', '+4', '331', '2,066', '7', '63', '2', '11,068', '284', 'Asia'], ['Armenia', '2,273', '+125', '33', '1,010', '1,230', '10', '767', '11', '23,142', '7,810', 'Asia'], ['Nigeria', '2,170', '68', '351', '1,751', '2', '11', '0.3', '15,759', '76', 'Africa'], ['Iraq', '2,153', '94', '1,414', '645', '54', '2', '95,399', '2,372', 'Asia'], ['Uzbekistan', '2,094', '+8', '9', '1,271', '814', '8', '63', '0.3', '242,536', '7,247', 'Asia'], ['Croatia', '2,088', '+3', '77', '+2', '1,463', '548', '17', '509', '19', '37,557', '9,148', 'Europe'], ['Ghana', '2,074', '17', '212', '1,845', '4', '67', '0.5', '113,497', '3,653', 'Africa'], ['Azerbaijan', '1,894', '+40', '25', '1,411', '458', '17', '187', '2', '152,597', '15,050', 'Asia'], ['Bosnia', 'and', 'Herzegovina', '1,839', '+58', '72', '+2', '779', '988', '4', '561', '22', '32,783', '9,992', 'Europe'], ['Cameroon', '1,832', '61', '934', '837', '12', '69', '2', 'Africa'], ['Iceland', '1,798', '10', '1,689', '99', '5,269', '29', '49,135', '143,988', 'Europe'], ['Estonia', 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['Rwanda', '249', '109', '140', '19', '10,969', '847', 'Africa'], ['Congo', '229', '9', '25', '195', '41', '2', 'Africa'], ['Faeroe', 'Islands', '187', '184', '3', '3,827', '8,021', '164,153', 'Europe'], ['Martinique', '179', '14', '83', '82', '5', '477', '37', 'North', 'America'], ['Sierra', 'Leone', '155', '+19', '8', '+1', '21', '126', '19', '1', 'Africa'], ['Liberia', '152', '18', '45', '89', '30', '4', 'Africa'], ['Guadeloupe', '152', '12', '95', '45', '6', '380', '30', 'North', 'America'], ['Myanmar', '151', '6', '31', '114', '3', '0.1', '8,281', '152', 'Asia'], ['Gibraltar', '144', '131', '13', '4,274', '2,626', '77,944', 'Europe'], ['Brunei', '138', '1', '126', '11', '2', '315', '2', '13,924', '31,828', 'Asia'], ['Madagascar', '135', '+3', '97', '38', '1', '5', '3,393', '123', 'Africa'], ['Ethiopia', '133', '3', '69', '61', '1', '0.03', '20,770', '181', 'Africa'], ['French', 'Guiana', '128', '1', '98', '29', '2', '429', '3', 'South', 'America'], ['Togo', '123', '9', '66', '48', '15', '1', '7,100', '858', 'Africa'], ['Cabo', 'Verde', '122', '1', '18', '103', '219', '2', '791', '1,423', 'Africa'], ['Cambodia', '122', '120', '2', '1', '7', '12,222', '731', 'Asia'], ['Zambia', '119', '+10', '3', '75', '41', '1', '6', '0.2', '5,284', '287', 'Africa'], ['Trinidad', 'and', 'Tobago', '116', '8', '83', '25', '83', '6', '1,838', '1,313', 'North', 'America'], ['Bermuda', '114', '6', '48', '60', '4', '1,831', '96', '2,791', '44,815', 'North', 'America'], ['Eswatini', '106', '1', '12', '93', '91', '0.9', '714', '615', 'Africa'], ['Aruba', '100', '2', '81', '17', '4', '937', '19', '1,721', '16,119', 'North', 'America'], ['Monaco', '95', '4', '73', '18', '1', '2,421', '102', 'Europe'], ['Benin', '90', '2', '42', '46', '7', '0.2', 'Africa'], ['Haiti', '85', '8', '10', '67', '7', '0.7', '848', '74', 'North', 'America'], ['Uganda', '85', '52', '33', '2', '33,818', '739', 'Africa'], ['Bahamas', '82', '+1', '11', '24', '47', '1', '209', '28', '1,313', '3,339', 'North', 'America'], ['Guyana', '82', '9', '22', '51', '2', '104', '11', '579', '736', 'South', 'America'], ['Liechtenstein', '82', '1', '55', '26', '2,151', '26', '900', '23,605', 'Europe'], ['Barbados', '81', '7', '39', '35', '4', '282', '24', '2,317', '8,063', 'North', 'America'], ['Mozambique', '79', '12', '67', '3', '2,246', '72', 'Africa'], ['Sint', 'Maarten', '76', '13', '44', '19', '7', '1,773', '303', '329', '7,673', 'North', 'America'], ['Cayman', 'Islands', '74', '1', '10', '63', '3', '1,126', '15', '1,927', '29,320', 'North', 'America'], ['Chad', '73', '5', '33', '35', '4', '0.3', 'Africa'], ['CAR', '72', '10', '62', '15', 'Africa'], ['Libya', '63', '3', '18', '42', '9', '0.4', '1,949', '284', 'Africa'], ['Nepal', '59', '16', '43', '2', '60,374', '2,072', 'Asia'], ['French', 'Polynesia', '58', '51', '7', '1', '206', '2,599', '9,252', 'Australia/Oceania'], ['Macao', '45', '37', '8', '1', '69', 'Asia'], ['South', 'Sudan', '45', '45', '4', '1,247', '111', 'Africa'], ['Syria', '44', '3', '27', '14', '3', '0.2', 'Asia'], ['Eritrea', '39', '26', '13', '11', 'Africa'], ['Mongolia', '39', '+1', '10', '29', '12', '8,022', '2,447', 'Asia'], ['Saint', 'Martin', '38', '3', '27', '8', '3', '983', '78', 'North', 'America'], ['Malawi', '37', '3', '9', '25', '1', '2', '0.2', '831', '43', 'Africa'], ['Zimbabwe', '34', '4', '5', '25', '2', '0.3', '7,642', '514', 'Africa'], ['Tajikistan', '32', '+17', '32', '3', 'Asia'], ['Angola', '30', '2', '11', '17', '0.9', '0.06', '481', '15', 'Africa'], ['Antigua', 'and', 'Barbuda', '25', '3', '15', '7', '1', '255', '31', '151', '1,542', 'North', 'America'], ['Timor-Leste', '24', '16', '8', '18', '322', '244', 'Asia'], ['Botswana', '23', '1', '8', '14', '10', '0.4', '7,675', '3,264', 'Africa'], ['Grenada', '20', '13', '7', '4', '178', '1,406', '12,495', 'North', 'America'], ['Laos', '19', '9', '10', '3', '2,165', '298', 'Asia'], ['Belize', '18', '2', '13', '3', '1', '45', '5', '1,043', '2,623', 'North', 'America'], ['Fiji', '18', '14', '4', '20', '1,007', '1,123', 'Australia/Oceania'], ['New', 'Caledonia', '18', '17', '1', '1', '63', '4,947', '17,328', 'Australia/Oceania'], ['Saint', 'Lucia', '17', '15', '2', '93', '446', '2,429', 'North', 'America'], ['Curaçao', '16', '1', '13', '2', '98', '6', '351', '2,139', 'North', 'America'], ['Sao', 'Tome', 'and', 'Principe', '16', '1', '4', '11', '73', '5', '19', '87', 'Africa'], ['Dominica', '16', '13', '3', '222', '383', '5,320', 'North', 'America'], ['Namibia', '16', '8', '8', '6', '704', '277', 'Africa'], ['St.', 'Vincent', 'Grenadines', '16', '8', '8', '144', '108', '973', 'North', 'America'], ['Saint', 'Kitts', 'and', 'Nevis', '15', '8', '7', '282', '294', '5,526', 'North', 'America'], ['Nicaragua', '14', '3', '7', '4', '2', '0.5', 'North', 'America'], ['Falkland', 'Islands', '13', '13', '0', '3,736', '372', '106,897', 'South', 'America'], ['Gambia', '12', '1', '9', '2', '5', '0.4', '401', '166', 'Africa'], ['Turks', 'and', 'Caicos', '12', '1', '5', '6', '310', '26', '83', '2,144', 'North', 'America'], ['Burundi', '11', '1', '4', '6', '0.9', '0.08', '284', '24', 'Africa'], ['Montserrat', '11', '1', '2', '8', '1', '2,204', '200', '36', '7,212', 'North', 'America'], ['Greenland', '11', '11', '0', '194', '1,271', '22,389', 'North', 'America'], ['Vatican', 'City', '11', '2', '9', '13,733', 'Europe'], ['Seychelles', '11', '6', '5', '112', 'Africa'], ['Suriname', '10', '1', '8', '1', '17', '2', '404', '689', 'South', 'America'], ['MS', 'Zaandam', '9', '2', '7'], ['Mauritania', '8', '1', '6', '1', '2', '0.2', '1,032', '222', 'Africa'], ['Papua', 'New', 'Guinea', '8', '8', '0.9', '604', '68', 'Australia/Oceania'], ['Yemen', '7', '2', '1', '4', '0.2', '0.07', '120', '4', 'Asia'], ['Bhutan', '7', '5', '2', '9', '10,548', '13,670', 'Asia'], ['British', 'Virgin', 'Islands', '6', '1', '3', '2', '198', '33', 'North', 'America'], ['Caribbean', 'Netherlands', '6', '6', '229', '110', '4,195', 'North', 'America'], ['St.', 'Barth', '6', '6', '0', '607', 'North', 'America'], ['Western', 'Sahara', '6', '5', '1', '10', 'Africa'], ['Anguilla', '3', '3', '0', '200', 'North', 'America'], ['Comoros', '1', '1', '1', 'Africa'], ['Saint', 'Pierre', 'Miquelon', '1', '1', '173', 'North', 'America'], ['China', '82,875', '+1', '4,633', '77,685', '557', '37', '58', '3', 'Asia'], ['Total:', '1,227,839', '+2,884', '71,927', '+147', '200,904', '955,008', '17,724', 'North', 'America'], ['Total:', '1,415,235', '+16,172', '137,993', '+584', '528,680', '748,562', '17,976', 'Europe'], ['Total:', '538,081', '+4,240', '19,099', '+138', '278,040', '240,942', '5,511', 'Asia'], ['Total:', '190,749', '+650', '9,508', '+28', '63,915', '117,326', '9,816', 'South', 'America'], ['Total:', '8,370', '+22', '113', '+1', '7,134', '1,123', '30', 'Australia/Oceania'], ['Total:', '41,696', '+256', '1,698', '+7', '14,099', '25,899', '126', 'Africa'], ['Total:', '721', '15', '645', '61', '4'], ['Total:', '3,422,691', '+24,224', '240,353', '+905', '1,093,417', '2,088,921', '51,187', 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'4,328', '7,495', '249', '653', '39', '183,688', '9,548', 'Europe'], ['Ukraine', '10,861', '+455', '272', '+11', '1,413', '9,176', '143', '248', '6', '118,545', '2,711', 'Europe'], ['S.', 'Korea', '10,774', '+9', '248', '+1', '9,072', '1,454', '55', '210', '5', '623,069', '12,153', 'Asia'], ['Indonesia', '10,551', '+433', '800', '+8', '1,591', '8,160', '39', '3', '102,305', '374', 'Asia'], ['Denmark', '9,311', '+153', '460', '+8', '6,729', '2,122', '61', '1,608', '79', '206,576', '35,665', 'Europe'], ['Serbia', '9,205', '+196', '185', '+6', '1,379', '7,641', '65', '1,054', '21', '91,551', '10,478', 'Europe'], ['Philippines', '8,772', '+284', '579', '+11', '1,084', '7,109', '31', '80', '5', '108,680', '992', 'Asia'], ['Bangladesh', '8,238', '+571', '170', '+2', '174', '7,894', '1', '50', '1', '70,239', '426', 'Asia'], ['Norway', '7,783', '+45', '210', '32', '7,541', '37', '1,436', '39', '172,586', '31,835', 'Europe'], ['Czechia', '7,737', '+55', '240', '+4', '3,372', '4,125', '67', 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'60,536', '50,139', 'Asia'], ['Honduras', '804', '+33', '75', '+4', '112', '617', '10', '81', '8', '3,643', '368', 'North', 'America'], ['Albania', '782', '+9', '31', '488', '263', '4', '272', '11', '8,498', '2,953', 'Europe'], ['Kyrgyzstan', '756', '+10', '8', '504', '244', '12', '116', '1', '51,472', '7,889', 'Asia'], ['Andorra', '745', '43', '+1', '468', '234', '17', '9,642', '557', '1,673', '21,653', 'Europe'], ['Lebanon', '729', '+4', '24', '192', '513', '44', '107', '4', '36,420', '5,336', 'Asia'], ['Niger', '728', '+9', '33', '+1', '478', '217', '30', '1', '5,230', '216', 'Africa'], ['Costa', 'Rica', '725', '+6', '6', '355', '364', '7', '142', '1', '13,529', '2,656', 'North', 'America'], ['Diamond', 'Princess', '712', '13', '645', '54', '4'], ['Sri', 'Lanka', '690', '+27', '7', '162', '521', '1', '32', '0.3', '22,418', '1,047', 'Asia'], ['Burkina', 'Faso', '649', '+4', '44', '+1', '517', '88', '31', '2', 'Africa'], ['Uruguay', '648', '+5', '17', '435', '196', '10', '187', '5', '20,554', '5,917', 'South', 'America'], ['DRC', '604', '+32', '32', '+1', '75', '497', '7', '0.4', 'Africa'], ['Somalia', '601', '28', '31', '542', '2', '38', '2', 'Africa'], ['Guatemala', '599', '+14', '16', '66', '517', '5', '33', '0.9', '7,200', '402', 'North', 'America'], ['San', 'Marino', '580', '+11', '41', '82', '457', '5', '17,094', '1,208', '2,386', '70,319', 'Europe'], ['Georgia', '566', '+27', '7', '+1', '207', '352', '6', '142', '2', '15,904', '3,987', 'Asia'], ['Mayotte', '539', '4', '235', '300', '4', '1,976', '15', '3,000', '10,996', 'Africa'], ['Channel', 'Islands', '538', '+1', '41', '+1', '406', '91', '3,094', '236', '5,342', '30,725', 'Europe'], ['Mali', '508', '+18', '26', '196', '286', '25', '1', '2,172', '107', 'Africa'], ['Maldives', '491', '+23', '1', '17', '473', '2', '908', '2', '8,008', '14,815', 'Asia'], ['Tanzania', '480', '16', '167', '297', '7', '8', '0.3', 'Africa'], ['Malta', '467', '+2', '4', '367', '96', '1', '1,058', '9', '32,989', '74,713', 'Europe'], ['Jordan', '459', '+6', '8', '364', '87', '5', '45', '0.8', '78,885', '7,731', 'Asia'], ['Sudan', '442', '31', '39', '372', '10', '0.7', 'Africa'], ['Taiwan', '429', '6', '324', '99', '18', '0.3', '63,340', '2,659', 'Asia'], ['El', 'Salvador', '424', '+29', '10', '124', '290', '2', '65', '2', '25,492', '3,930', 'North', 'America'], ['Jamaica', '422', '+26', '8', '+1', '29', '385', '3', '143', '3', '4,439', '1,499', 'North', 'America'], ['Réunion', '422', '+2', '300', '122', '2', '471', 'Africa'], ['Kenya', '411', '+15', '21', '+4', '150', '240', '2', '8', '0.4', '21,702', '404', 'Africa'], ['Palestine', '353', '+9', '2', '76', '275', '69', '0.4', '32,200', '6,312', 'Asia'], ['Venezuela', '335', '+2', '10', '142', '183', '2', '12', '0.4', '458,737', '16,132', 'South', 'America'], ['Mauritius', '332', '10', '312', '10', '3', '261', '8', '16,028', '12,603', 'Africa'], ['Montenegro', '322', '7', '233', '82', '2', '513', '11', '6,864', '10,929', 'Europe'], ['Isle', 'of', 'Man', 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'+3', '3', '74', '32', '1', '6', '0.2', '5,284', '287', 'Africa'], ['Eswatini', '106', '+6', '1', '12', '93', '91', '0.9', '714', '615', 'Africa'], ['Aruba', '100', '2', '81', '17', '4', '937', '19', '1,721', '16,119', 'North', 'America'], ['Monaco', '95', '4', '73', '18', '1', '2,421', '102', 'Europe'], ['Benin', '90', '+26', '2', '+1', '42', '46', '7', '0.2', 'Africa'], ['Haiti', '85', '+4', '8', '10', '67', '7', '0.7', '848', '74', 'North', 'America'], ['Uganda', '85', '+2', '52', '33', '2', '33,818', '739', 'Africa'], ['Guyana', '82', '9', '22', '51', '2', '104', '11', '579', '736', 'South', 'America'], ['Liechtenstein', '82', '1', '55', '26', '2,151', '26', '900', '23,605', 'Europe'], ['Bahamas', '81', '11', '24', '46', '1', '206', '28', '1,284', '3,265', 'North', 'America'], ['Barbados', '81', '7', '39', '35', '4', '282', '24', '2,160', '7,516', 'North', 'America'], ['Mozambique', '79', '+3', '12', '67', '3', '2,246', '72', 'Africa'], ['Sint', 'Maarten', '76', '+1', '13', '44', '19', '7', '1,773', '303', '329', '7,673', 'North', 'America'], ['Cayman', 'Islands', '74', '+1', '1', '10', '63', '3', '1,126', '15', '1,927', '29,320', 'North', 'America'], ['Chad', '73', '5', '33', '35', '4', '0.3', 'Africa'], ['CAR', '72', '+22', '10', '62', '15', 'Africa'], ['Libya', '63', '+2', '3', '18', '42', '9', '0.4', '1,949', '284', 'Africa'], ['Nepal', '59', '+2', '16', '43', '2', '60,374', '2,072', 'Asia'], ['French', 'Polynesia', '58', '51', '7', '1', '206', '2,544', '9,056', 'Australia/Oceania'], ['Macao', '45', '37', '8', '1', '69', 'Asia'], ['South', 'Sudan', '45', '+10', '45', '4', '1,247', '111', 'Africa'], ['Syria', '44', '+1', '3', '27', '14', '3', '0.2', 'Asia'], ['Eritrea', '39', '26', '13', '11', 'Africa'], ['Saint', 'Martin', '38', '3', '27', '8', '3', '983', '78', 'North', 'America'], ['Mongolia', '38', '10', '28', '12', '7,672', '2,340', 'Asia'], ['Malawi', '37', '3', '9', '25', '1', '2', '0.2', '831', '43', 'Africa'], ['Zimbabwe', '34', '4', '5', '25', '2', '0.3', '7,642', '514', 'Africa'], ['Angola', '30', '+3', '2', '11', '17', '0.9', '0.06', '481', '15', 'Africa'], ['Antigua', 'and', 'Barbuda', '25', '+1', '3', '15', '7', '1', '255', '31', '151', '1,542', 'North', 'America'], ['Timor-Leste', '24', '16', '8', '18', '322', '244', 'Asia'], ['Botswana', '23', '1', '8', '14', '10', '0.4', '7,675', '3,264', 'Africa'], ['Grenada', '20', '13', '7', '4', '178', '1,406', '12,495', 'North', 'America'], ['Laos', '19', '8', '11', '3', '2,021', '278', 'Asia'], ['Belize', '18', '2', '13', '3', '1', '45', '5', '1,043', '2,623', 'North', 'America'], ['Fiji', '18', '12', '6', '20', '1,007', '1,123', 'Australia/Oceania'], ['New', 'Caledonia', '18', '17', '1', '1', '63', '4,947', '17,328', 'Australia/Oceania'], ['Saint', 'Lucia', '17', '15', '2', '93', '446', '2,429', 'North', 'America'], ['Curaçao', '16', '1', '13', '2', '98', '6', '351', '2,139', 'North', 'America'], ['Sao', 'Tome', 'and', 'Principe', '16', '+2', '1', '+1', '4', '11', '73', '5', '19', '87', 'Africa'], ['Dominica', '16', '13', '3', '222', '383', '5,320', 'North', 'America'], ['Namibia', '16', '8', '8', '6', '704', '277', 'Africa'], ['St.', 'Vincent', 'Grenadines', '16', '8', '8', '144', '108', '973', 'North', 'America'], ['Saint', 'Kitts', 'and', 'Nevis', '15', '6', '9', '282', '293', '5,508', 'North', 'America'], ['Tajikistan', '15', '15', '2', 'Asia'], ['Nicaragua', '14', '3', '7', '4', '2', '0.5', 'North', 'America'], ['Falkland', 'Islands', '13', '13', '0', '3,736', '372', '106,897', 'South', 'America'], ['Gambia', '12', '+1', '1', '8', '3', '5', '0.4', '401', '166', 'Africa'], ['Turks', 'and', 'Caicos', '12', '1', '5', '6', '310', '26', '83', '2,144', 'North', 'America'], ['Burundi', '11', '1', '4', '6', '0.9', '0.08', '284', '24', 'Africa'], ['Montserrat', '11', '1', '2', '8', '1', '2,204', '200', '36', '7,212', 'North', 'America'], ['Greenland', '11', '11', '0', '194', '1,271', '22,389', 'North', 'America'], ['Vatican', 'City', '11', '2', '9', '13,733', 'Europe'], ['Seychelles', '11', '6', '5', '112', 'Africa'], ['Suriname', '10', '1', '8', '1', '17', '2', '404', '689', 'South', 'America'], ['MS', 'Zaandam', '9', '2', '7'], ['Mauritania', '8', '1', '6', '1', '2', '0.2', '1,032', '222', 'Africa'], ['Papua', 'New', 'Guinea', '8', '8', '0.9', '604', '68', 'Australia/Oceania'], ['Yemen', '7', '+1', '2', '1', '4', '0.2', '0.07', '120', '4', 'Asia'], ['Bhutan', '7', '5', '2', '9', '10,101', '13,091', 'Asia'], ['British', 'Virgin', 'Islands', '6', '1', '3', '2', '198', '33', 'North', 'America'], ['Caribbean', 'Netherlands', '6', '+1', '6', '229', '110', '4,195', 'North', 'America'], ['St.', 'Barth', '6', '6', '0', '607', 'North', 'America'], ['Western', 'Sahara', '6', '5', '1', '10', 'Africa'], ['Anguilla', '3', '3', '0', '200', 'North', 'America'], ['Comoros', '1', '1', '1', 'Africa'], ['Saint', 'Pierre', 'Miquelon', '1', '1', '173', 'North', 'America'], ['Total:', '533,841', '+13,791', '18,961', '+351', '275,375', '239,505', '5,628', 'Asia'], ['Total:', '1,224,955', '+39,881', '71,780', '+2,261', '199,775', '953,400', '17,727', 'North', 'America'], ['Total:', '1,399,063', '+25,918', '137,409', '+2,174', '519,389', '742,265', '18,027', 'Europe'], ['Total:', '190,099', '+13,285', '9,480', '+784', '63,905', '116,714', '9,812', 'South', 'America'], ['Total:', '8,348', '+16', '112', '+1', '7,077', '1,159', '31', 'Australia/Oceania'], ['Total:', '41,440', '+1,661', '1,691', '+53', '13,918', '25,831', '126', 'Africa'], ['Total:', '721', '15', '645', '61', '4'], ['Total:', '3,398,467', '+94,552', '239,448', '+5,624', '1,080,084', '2,078,935', '51,355', '436.0', '30.7', 'All']]\n" + ] + } + ], + "source": [ + "import requests\n", + "import csv\n", + "from bs4 import BeautifulSoup\n", + "url=\"https://www.worldometers.info/coronavirus/\"\n", + "page=requests.get(url)\n", + "page=page.text\n", + "\n", + "content=BeautifulSoup(page,\"html.parser\")\n", + "el=[]\n", + "all_div=content.find_all(\"tr\")\n", + "for i in all_div:\n", + " #print(type(i.text))\n", + " #print(i.text)\n", + " x=i.text.split()\n", + " el.append(x)\n", + "print(el)\n", + "with open(\"worldometer.csv\",\"w\",newline='') as file:\n", + " writer=csv.writer(file)\n", + " writer.writerows(el)\n", + " \n", + " \n", + " \n", + " \n", + " " + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.4" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +}