prob_2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pdfplumber\n",
    "import csv\n",
    "pdf_path = \"problem.pdf\"\n",
    "with pdfplumber.open(pdf_path) as pdf:\n",
    "    text_pages = [page.extract_text() for page in pdf.pages]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[[['', '10', '', '', '', 'Organization', 'Problem Statement Title', 'Category', 'PS Number', 'Domain Bucket'], ['1', None, None, 'Ministry of\\nChemicals and\\nFertilizers', None, None, 'International Comparative\\nSystem to Launch Integrated\\nReal-Time Data Management\\nSystem (IDMS) for Chemical\\nand Petrochemicals Sector.', 'Software', 'SIH1278', 'Miscellaneous'], ['2', None, None, 'Ministry of Law and\\nJustice', None, None, 'Development of software for\\nstreamlining the listing of\\ncases through Differentiated\\nCase Flow Management', 'Software', 'SIH1279', 'Miscellaneous'], ['3', None, None, 'Ministry of Law and\\nJustice', None, None, 'Development of e-Portal for\\nfacilitating Case Management\\nHearing of various types of\\ncases', 'Software', 'SIH1280', 'Miscellaneous'], ['4', None, None, 'Ministry of Law and\\nJustice', None, None, \"Development of gamified\\nplatform on Children's Rights\\nto increase legal literacy and\\nawareness among children in\\nIndia\", 'Software', 'SIH1281', 'Smart\\nEducation'], ['5', None, None, 'Ministry of Law and\\nJustice', None, None, 'Tech-Driven Solutions for\\nUndertrial Prisoners in India', 'Software', 'SIH1282', 'Miscellaneous'], ['6', None, None, 'Ministry of Law and\\nJustice', None, None, 'Digital Assistant for Legal\\nAwareness and Designing a\\nKYC framework in India', 'Software', 'SIH1283', 'Smart\\nEducation'], ['7', None, None, 'Ministry of Law and\\nJustice', None, None, 'Developing a Blockchain-\\nBased eVault for Legal\\nRecords', 'Software', 'SIH1284', 'Blockchain &\\nCybersecurity'], ['8', None, None, 'Ministry of Law and\\nJustice', None, None, 'AI-powered Legal\\nDocumentation Assistant', 'Software', 'SIH1285', 'Miscellaneous'], ['9', None, None, 'Ministry of Law and\\nJustice', None, None, 'Incentives based Design for\\nonboarding Legal Service\\nProviders such as Advocates,\\nArbitrators, Mediators,\\nNotaries, Document Writers,\\netc on eMarket Place for\\nextending Legal Services to\\nCitizens in India', 'Software', 'SIH1286', 'Miscellaneous'], ['10', None, None, 'Ministry of Jal\\nShakti', None, None, 'Use of Digital Technology to\\ncalculate water footprints for\\ndifferent daily use items.', 'Software', 'SIH1287', 'Clean & Green\\nTechnology'], ['', None, None, '', None, None, '', '', '', ''], ['11', '', '', 'Mi', 'nis', None, 'Use of Digital Technology in\\naddressing Non-Revenue\\nWater (NRW)', 'Software', 'SIH1288', 'Clean & Green\\nTechnology'], ['', None, None, None, None, None, None, None, None, None], ['12', None, None, 'Ministry of Jal\\nShakti', None, None, 'Projection of the extent of\\ninundation corresponding to\\nthe forecasts of flood levels in\\na river.', 'Software', 'SIH1289', 'Disaster\\nManagement']], [['13', None, None, 'Ministry of Jal\\nShakti', None, 'Development of AI, ML and\\nChat boat-powered Interactive\\nRobot Mascot (Chacha\\nChaudhary) and digital avatar\\nto strengthen the river people\\nconnect component of\\nNamami Gange.', 'Software', 'SIH1290', 'Smart\\nEducation'], ['14', None, None, 'Ministry of Jal\\nShakti', None, 'A mobile app that crowd\\nsources water-related\\nproblems from around a\\ncommunity, open sources\\ndata, etc. and display them on\\na map.', 'Software', 'SIH1291', 'Disaster\\nManagement'], ['15', None, None, 'Ministry of Jal\\nShakti', None, 'AI-enabled water well\\npredictor', 'Software', 'SIH1292', 'Clean & Green\\nTechnology'], ['16', None, None, 'Ministry of power', None, 'Dashboard for real-time\\nmonitoring of construction\\nprojects.', 'Software', 'SIH1295', 'Transportation\\n& Logistics'], ['17', None, None, 'Ministry of power', None, 'Al-based Generative design of\\nHydro power plants.', 'Software', 'SIH1296', 'Renewable /\\nSustainable\\nEnergy'], ['18', None, None, 'Ministry of power', None, 'Al Based Drone Application', 'Software', 'SIH1297', 'Robotics and\\nDrones'], ['19', None, None, 'Ministry of power', None, 'Language translator tool to\\nconvert English to Hindi\\n(official Language) which can\\nbe used by all the government\\norganizations websites\\nofficially.', 'Software', 'SIH1301', 'Smart\\nAutomation'], ['20', None, None, 'Ministry of Power', None, 'Design of CYBER-\\nSECURITY ENABLED\\nSMART CONTROLLER for\\ngrid-connected Microgrid', 'Software', 'SIH1302', 'Blockchain &\\nCybersecurity'], ['21', '', '', 'Go', 've', 'PGRKAM web application (\\nwww.pgrkam.com) and the\\nPGRKAM Android\\napplication of the Punjab\\nGovernment provides\\nemployment data to the\\nprospective candidates.', 'Software', 'SIH1303', 'Miscellaneous'], ['', None, None, None, None, None, None, None, None], ['22', None, None, 'Government of\\nPunjab', None, 'PGRKAM web application (\\nwww.pgrkam.com) and the\\nPGRKAM Android\\napplication of the Punjab\\nGovernment provides\\nemployment data to the\\nprospective candidates. The\\nplatform has a sizeable\\nnumber of user base but it\\nlacks integrated analytics\\ntools to understand how the\\nusers are consuming the', 'Software', 'SIH1304', 'Miscellaneous']], [['23', 'Government of\\nPunjab', 'The Employment Department\\nat present has a digital\\nplatform www.pgrkam.com\\nand its mobile application to\\nprovide almost all services\\noffered to job seekers and\\nemployers through digital\\nmeans. The portal has\\nmultiple modules like private\\nsector jobs, government jobs,\\nself-employment avenues,\\nforeign jobs, foreign study,\\ncounseling, guidance,\\ninduction into armed forces,\\njob melas, etc. Currently,\\nwhen a user visits the\\nportal/app, there is no hand-\\nholding mechanism to help\\nthe user get to the part of the\\ndigital platform which will\\nresolve his queries. The user\\nis required to navigate across\\nmultiple modules on the\\nportal/ app to search for\\nanswers.', 'Software', 'SIH1305', 'Smart\\nAutomation'], ['24', 'Ministry of Social\\nJustice and\\nEmpowerment', 'Computerized cognitive\\nRetraining Program for Home\\ntraining of Children with\\nDisabilities.', 'Software', 'SIH1307', 'MedTech /\\nBioTech /\\nHealthTech'], ['25', 'Ministry of Home\\nAffairs', 'Threat zone of an explosion\\nparticularly in oil and gas\\nhandling industries or\\nrefineries', 'Software', 'SIH1308', 'Disaster\\nManagement'], ['26', 'Ministry of Textiles', 'Application Development for\\nmonitoring of wool from\\nFarm to fabric', 'Software', 'SIH1309', 'Transportation\\n& Logistics'], ['27', 'Ministry of Ports,\\nShipping and\\nWaterways', 'Dredging Analysis and\\nDecision Support System.', 'Software', 'SIH1311', 'Transportation\\n& Logistics'], ['28', 'Ministry of coal', 'Chatbot to respond to text\\nqueries pertaining to various\\nActs, Rules, and Regulations\\napplicable to Mining\\nindustries', 'Software', 'SIH1312', 'Smart\\nAutomation'], ['29', 'Ministry of coal', 'Real-time visibility of\\nDumper load status to Shovel\\noperator', 'Software', 'SIH1314', 'Smart\\nAutomation'], ['30', 'Ministry of coal', 'Application of Image\\nAnalytics for Tree\\nenumeration for diversion of\\nForest Land.', 'Software', 'SIH1316', 'Miscellaneous']], [['31', '', '', 'Mi', 'nis', 'Development of a Digital\\nPlatform for multi-modal\\nvisibility of coal transportation', 'Software', 'SIH1317', 'Smart\\nAutomation'], ['', None, None, None, None, None, None, None, None], ['32', None, None, 'Ministry of coal', None, 'Analytics based on Govt.\\nLand Information\\nSystem(GLIS) Data', 'Software', 'SIH1318', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['33', None, None, 'Ministry of coal', None, 'Forecasting and scheduling of\\nrailway rakes.', 'Software', 'SIH1319', 'Smart\\nAutomation'], ['34', None, None, 'Ministry of coal', None, 'In-cab smart guidance and\\nsupport system for Dragline\\nOperator', 'Software', 'SIH1320', 'Smart Vehicles'], ['35', None, None, 'Ministry of\\nChemicals and\\nFertilizers', None, 'Compilation and Collection\\nof optimum Level (variable)\\nof data set from the Chemical\\nand Petrochemical Industries\\nin the country, aiming to\\nsmoothen the decision-\\nmaking and insight\\ngeneration in the strategic', 'Software', 'SIH1321', 'Smart\\nAutomation'], ['36', None, None, 'Government of\\nKerala', None, 'initiative.\\nDomestic Waste Management', 'Software', 'SIH1322', 'Clean & Green\\nTechnology'], ['37', None, None, 'Government of\\nKerala', None, 'Air and water quality index\\nand environment monitoring', 'Software', 'SIH1324', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['38', None, None, 'Government of\\nKerala', None, 'AI Assisted Tele-medicine\\nKIOSK for Rural India', 'Software', 'SIH1325', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['39', None, None, 'Government of\\nKerala', None, 'Ideate and implement a\\nsystem to enhance the quality\\nof education in rural areas.', 'Software', 'SIH1326', 'Smart\\nEducation'], ['40', None, None, 'Ministry of\\nInformation and\\nBroadcasting', None, '360-degree feedback software\\nfor the Government of India\\nrelated News Stories in\\nRegional Media using\\nArtificial Intelligence /\\nMachine Learning', 'Software', 'SIH1329', 'Smart\\nAutomation'], ['41', '10', '', 'Mi', 'nis', 'Text to Video of various PIB\\nPress Releases using\\nArtificial Intelligence /\\nMachine Learning /\\nGenerative Adversarial\\nNetworks in English and 13\\nRegional Languages viz.\\nHindi, Urdu, Punjabi,\\nGujarati, Marathi, Telugu,\\nKannada, Malayalam, Tamil,\\nOdia, Bengali, Assamese and', 'Software', 'SIH1330', 'Smart\\nAutomation'], ['', None, None, None, None, None, None, None, None]], [['42', None, None, 'Ministry of\\nInformation and\\nBroadcasting', None, 'A complete Digital Marketing\\nsolution for visible increase in\\nonline sale of\\nDPDÃƒÂ¢Ã¢â€šÂ¬Ã¢â€žÂ¢\\ns journals and Employment\\nNews issues through various\\navailable/new online sale\\nchannels (like website, apps ,\\namazon, social media) by\\noptimising various available\\nor new digital marketing tools\\nlike email marketing, SEO,\\nanalytics, etc., subject to\\nsuitability, sustainability and\\ncost-effectiveness.', 'Software', 'SIH1331', 'Miscellaneous'], ['43', None, None, 'Rashtriya Ispat\\nNigam Limited,\\nVisakhapatnam\\nSteel Plant', None, 'Hot metal, Steel Ladle, and\\nScrap pot Tracking by auto-\\ncapturing the Ladle number\\nand locations at SMS-1 and\\nSMS-2.', 'Software', 'SIH1332', 'Transportation\\n& Logistics'], ['44', None, None, 'Ministry of Social\\nJustice and\\nEmpowerment', None, 'Udyog Saarthi App -\\n(Progressive Web-based\\nApplication) for Adults\\nundergoing Job coaching for\\nopportunities under 4%\\nreservation in NIEPMD and\\nother Institutions.', 'Software', 'SIH1333', 'Smart\\nAutomation'], ['45', None, None, 'Ministry of Social\\nJustice and\\nEmpowerment', None, 'Software for intervention of\\nspeech sound disorders in\\nHindi and English.', 'Software', 'SIH1334', 'Smart\\nEducation'], ['46', None, None, 'Ministry of Mines', None, 'Unpredictable failure of poly\\npulleys along cable belt\\nconveyor system for pulley\\nchanging', 'Software', 'SIH1338', 'Transportation\\n& Logistics'], ['47', None, None, 'Ministry of Mines', None, 'Automation of drill core rock\\nsample lithology logging.', 'Software', 'SIH1339', 'Transportation\\n& Logistics'], ['48', None, None, 'Ministry of AYUSH', None, 'Application for Assessment of\\nQuality of Textbook/\\nReference Books/ E- Book', 'Software', 'SIH1340', 'Smart\\nEducation'], ['49', None, None, 'Ministry of AYUSH', None, 'PG dissertation Management\\nSystem Description.', 'Software', 'SIH1341', 'Smart\\nEducation'], ['50', None, None, 'Ministry of AYUSH', None, 'Development of a prototype\\ninstrument (sensor based) for\\nassessment and quantification\\nof rasas (taste) in crude herbs.', 'Software', 'SIH1342', 'MedTech /\\nBioTech /\\nHealthTech'], ['51', '', '', 'Mi', 'nis', 'Identification of Different\\nMedicinal Plants/Raw\\nmaterials through Image\\nProcessing Using Machine\\nLearning Algorithms', 'Software', 'SIH1343', 'MedTech /\\nBioTech /\\nHealthTech'], ['', None, None, None, None, None, None, None, None]], [['52', None, None, 'Ministry of AYUSH', None, 'Al-based tool for preliminary\\ndiagnosis of Dermatological\\nmanifestations', 'Software', 'SIH1344', 'MedTech /\\nBioTech /\\nHealthTech'], ['53', None, None, 'Ministry of AYUSH', None, 'Startup-AYUSH Portal', 'Software', 'SIH1345', 'MedTech /\\nBioTech /\\nHealthTech'], ['54', None, None, 'Ministry of AYUSH', None, 'Chatbot to Known Individual\\nPrakriti (Phenotype)', 'Software', 'SIH1346', 'MedTech /\\nBioTech /\\nHealthTech'], ['55', None, None, 'Ministry of AYUSH', None, 'A software that suggests\\ndrugs and formulations for a\\ndisease/pharmacological\\nproperty based on the\\nAyurvedic classical\\nbooks/Repositories.', 'Software', 'SIH1347', 'MedTech /\\nBioTech /\\nHealthTech'], ['56', None, None, 'Ministry of Railways', None, 'Natural language translation\\nengine for announcements\\nand information\\ndissemination at stations', 'Software', 'SIH1348', 'Smart\\nAutomation'], ['57', None, None, 'Ministry of Railways', None, 'Using existing CCTV\\nnetwork for crowd\\nmanagement, crime\\nprevention, and work\\nmonitoring using AIiML', 'Software', 'SIH1349', 'Smart\\nAutomation'], ['58', None, None, 'Government of\\nJammu and Kashmir', None, 'Artificial Intelligence Driven\\nDigitization of Cadastral\\nMaps', 'Software', 'SIH1350', 'Smart\\nAutomation'], ['59', None, None, 'Government of\\nJammu and Kashmir', None, 'Digital Generator Monitoring\\nDiesel generators are widely\\nused as backup power sources\\nin industries, homes, and\\nremote locations', 'Software', 'SIH1351', 'Smart\\nAutomation'], ['60', None, None, 'Government of\\nJammu and Kashmir', None, 'Traditional agriculture\\npractices lack real-time\\nmonitoring and efficient\\noperation on fields This leads\\nto inefficiencies and low\\nproduction levels.', 'Software', 'SIH1352', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['61', '', '', 'Go', 've', 'Using technology to develop a\\nmoving/mobile education\\nsystem/software or equipment\\nso that the children of\\nnomadic communities such as\\nBakarwals /Gujjars can have\\nproper education at least till\\nprimary.', 'Software', 'SIH1354', 'Smart\\nEducation'], ['', None, None, None, None, None, None, None, None], ['62', None, None, 'Government of\\nJammu and Kashmir', None, 'Developing solutions to\\neffective market linkage and\\npromotion of One District\\nOne Product.', 'Software', 'SIH1355', 'Heritage &\\nCulture']], [['63', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Sentiment Analysis of\\nIncoming calls on helpdesk', 'Software', 'SIH1356', 'Miscellaneous'], ['64', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Sentiment analysis of Social\\nMedia presence', 'Software', 'SIH1357', 'Miscellaneous'], ['65', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Image correctness for a\\nproduct on marketplace', 'Software', 'SIH1358', 'Miscellaneous'], ['66', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Contact center knowledge\\nmanagement tool with\\ndecision tree', 'Software', 'SIH1359', 'Smart\\nAutomation'], ['67', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Price comparison of GeM\\nproducts with other e-\\nmarketplaces', 'Software', 'SIH1360', 'Smart\\nAutomation'], ['68', None, None, 'Government of\\nGujarat', None, 'Student dropout analysis for\\nschool education', 'Software', 'SIH1362', 'Smart\\nEducation'], ['69', None, None, 'Government of\\nGujarat', None, 'Self-identifying the mental\\nhealth status and get guidance\\nfor support.', 'Software', 'SIH1363', 'Fitness &\\nSports'], ['70', None, None, 'Government of\\nGujarat', None, 'Fake Social Media Profile\\ndetection and reporting', 'Software', 'SIH1364', 'Blockchain &\\nCybersecurity'], ['71', '', '', 'Go', 've', 'Online Blockchain based\\ncertificate generation and\\nvalidation system for\\ngovernment organization.', 'Software', 'SIH1365', 'Blockchain &\\nCybersecurity'], ['', None, None, None, None, None, None, None, None], ['72', None, None, 'Ministry of Social\\nJustice and\\nEmpowerment', None, 'Centralised Nasha Mukti\\nDatabase', 'Software', 'SIH1366', 'Miscellaneous'], ['73', None, None, 'Ministry of Social\\nJustice and\\nEmpowerment', None, 'To develop a technical\\nsolution for enabling\\nInstitution level verification\\nof students of one State\\nstudying in other State/s, who\\nare at present generally\\ndenied benefits under the\\nScholarship scheme as the\\nInstitutions in which they are\\nstudying are not registered on\\nthe portal/s of their home', 'Software', 'SIH1367', 'Smart\\nEducation'], ['74', None, None, 'Government of\\nJharkhand', None, 'State.\\nOnline integrated platform\\nfor projects taken up by the\\nstudents of various\\nuniversities/colleges', 'Software', 'SIH1369', 'Smart\\nEducation'], ['75', None, None, 'Government of\\nJharkhand', None, 'Real time monitoring of\\ninfrastructure development', 'Software', 'SIH1370', 'Smart\\nAutomation'], ['76', None, None, 'Government of\\nJharkhand', None, \"Community Based Reporting\\nand Monitoring Tool for\\nWomen's Safety in\\nColleges/Universities.\", 'Software', 'SIH1371', 'Miscellaneous']], [['77', None, None, 'Government of\\nJharkhand', None, 'development of systems for\\neffective Environmental,\\nSocial and Governance (ESG)\\nIntervention in Higher\\nEducation', 'Software', 'SIH1372', 'Renewable /\\nSustainable\\nEnergy'], ['78', None, None, 'Ministry of Power', None, 'Cloudburst prediction system', 'Software', 'SIH1374', 'Disaster\\nManagement'], ['79', None, None, 'Ministry of Power', None, 'Creation of Live Digital\\nTwins for the power Projects\\nand integration with all\\nexisting monitoring and\\ndatabase system which will\\ngive a holistic real time\\napproach to the project and\\nplant from all aspect of\\nconstruction, operation and', 'Software', 'SIH1377', 'Smart\\nAutomation'], ['80', None, None, 'Ministry of Power', None, 'maintenance.\\nSegregating and information\\non regulatory / Gofi.\\nPolicieVGuidelines/Office\\nMemorauda etc. related to\\nContract and Procurement\\nissues for proper compliance\\nand reporting of the same.', 'Software', 'SIH1378', 'Miscellaneous'], ['81', '', '', 'Mi', 'nis', 'Vegetation measurement\\nalong the line corridor using\\nsatellite imagery', 'Software', 'SIH1379', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['', None, None, None, None, None, None, None, None], ['82', None, None, 'Ministry of Power', None, 'lntelligent chatbot to answer\\nqueries pertaining to various\\nMaintenance Processes within\\nSubstation', 'Software', 'SIH1380', 'Smart\\nEducation'], ['83', None, None, 'Ministry of Power', None, 'Analysis and identification of\\nmalicious mobile applications', 'Software', 'SIH1381', 'Blockchain &\\nCybersecurity'], ['84', None, None, 'Govt of Himachal\\nPradesh', None, 'Real-Time Vehicle Tracking\\nsystem.', 'Software', 'SIH1382', 'Smart Vehicles'], ['85', None, None, 'Govt of Himachal\\nPradesh', None, 'Optimizing Doctor\\nAvailability and Appointment\\nAllocation in Hospitals\\nthrough Digital Technology\\nand Al Integration.', 'Software', 'SIH1383', 'MedTech /\\nBioTech /\\nHealthTech'], ['86', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Developing an interactive\\ngaming software / mobile\\napplication on Inteliectual\\nProperty Awareness for\\nschool students', 'Software', 'SIH1384', 'Smart\\nEducation'], ['87', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, 'Developing a software that\\ncan translate resource\\nmaterial and other texts from\\nEnglish to other Indian\\nregional languages.', 'Software', 'SIH1385', 'Smart\\nEducation']], [['88', None, None, 'Ministry of\\nCommerce and\\nIndustries', None, None, 'Developing a software for\\ndubbing of videos from\\nEnglish to other Indian\\nregional languages.', 'Software', 'SIH1386', 'Smart\\nEducation'], ['89', None, None, 'Ministry of power', None, None, 'Detection of Malwarei Trojan\\nin softwares used in Power\\nSector.', 'Software', 'SIH1388', 'Blockchain &\\nCybersecurity'], ['90', None, None, 'Ministry of power', None, None, \"To develop centralised\\ninformation security .Log-\\ncollection facility' or 'security\\noperation centre (soc)' in the\\npower sector, considering\\ncEA cybersecurity (Power\\nsector) Guidelines, 2021to\\nkeep lr and or networking\\nSystem isolated and air-\\ngapped.\", 'Software', 'SIH1389', 'Blockchain &\\nCybersecurity'], ['91', '10', '', 'Mi\\nEn', 'nis\\nvir', 'try of\\nonment', 'Pro Planet Person App', 'Software', 'SIH1390', 'Clean & Green\\nTechnology'], ['92', None, None, 'Ministry of\\nEnvironment', None, None, 'Behavioural change\\nmonitoring software', 'Software', 'SIH1391', 'Smart\\nAutomation'], ['93', None, None, 'Ministry of\\nEnvironment', None, None, 'E-Waste Facility Locator', 'Software', 'SIH1392', 'Smart\\nAutomation'], ['94', None, None, 'Ministry of\\nEnvironment', None, None, 'Water and Electricity\\nTracking App', 'Software', 'SIH1393', 'Smart\\nAutomation'], ['95', None, None, 'Ministry of\\nEnvironment', None, None, 'Virtual Zoo', 'Software', 'SIH1394', 'Smart\\nEducation'], ['96', None, None, 'Ministry of Micro,\\nSmall and Medium\\nEnterprises', None, None, 'IoT based sensors can be used\\nto determine the Machine\\nRuntime', 'Software', 'SIH1395', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['97', None, None, 'Ministry of Micro,\\nSmall and Medium\\nEnterprises', None, None, 'Developing Virtual Reality\\nbased solutions', 'Software', 'SIH1396', 'Disaster\\nManagement'], ['98', None, None, 'Ministry of Micro,\\nSmall and Medium\\nEnterprises', None, None, 'Development of business\\nmodels for collection and\\nutilization of single usc\\nplastics and various other\\nindustrial wastes', 'Software', 'SIH1397', 'MedTech /\\nBioTech /\\nHealthTech'], ['99', None, None, 'Ministry of Micro,\\nSmall and Medium\\nEnterprises', None, None, 'lntegration and Utilization of\\ndata-based being maintained\\nby various\\nMinistries/Departments for\\nbetter utilization of raw\\nmaterials and production\\ncapacity.', 'Software', 'SIH1398', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['100', None, None, 'Ministry of Micro,\\nSmall and Medium\\nEnterprises', None, None, 'App-Based Solution to\\nidentify and solve disease in\\nplants/crops', 'Software', 'SIH1401', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment']], [['10', '1', '', 'Mi', 'nis', 'Ear Electronic Device for\\nTinnitus Frequency Finding\\nand Adjusting to Provide\\nRelief to Tinnitus Suffering\\nPatient', 'Software', 'SIH1402', 'MedTech /\\nBioTech /\\nHealthTech'], ['', None, None, None, None, None, None, None, None], ['102', None, None, 'Ministry of Social\\nJustice and\\nEmpowerment', None, 'APP Based Digital\\nAudiometer', 'Software', 'SIH1403', 'MedTech /\\nBioTech /\\nHealthTech'], ['103', None, None, 'Ministry of Social\\nJustice and\\nEmpowerment', None, 'Develop therapy materials in\\nHindi for misarticulation\\nchildren', 'Software', 'SIH1405', 'MedTech /\\nBioTech /\\nHealthTech'], ['104', None, None, 'Ministry of Home\\nAffairs', None, 'Chatbot based helpdesk for\\ngovt employees and\\ndepartments', 'Software', 'SIH1407', 'Smart\\nAutomation'], ['105', None, None, 'Ministry of Home\\nAffairs', None, 'IT System log analyzer', 'Software', 'SIH1408', 'Blockchain &\\nCybersecurity'], ['106', None, None, 'Ministry of Home\\nAffairs', None, 'AI based IT training system', 'Software', 'SIH1409', 'Smart\\nEducation'], ['107', None, None, 'Ministry of Home\\nAffairs', None, 'Augmented/ Virtual reality\\nsystem for the live training of\\ntroops', 'Software', 'SIH1410', 'Smart\\nAutomation'], ['108', None, None, 'Ministry of Home\\nAffairs', None, 'Simulator system for counter\\nHijack and sky Marshalling\\noperations', 'Software', 'SIH1411', 'Blockchain &\\nCybersecurity'], ['109', None, None, 'Ministry of Home\\nAffairs', None, 'Data Compression for\\nbackbone network', 'Software', 'SIH1412', 'Blockchain &\\nCybersecurity'], ['110', None, None, 'Ministry of\\nCommunications', None, 'Dak Ghar Niryat Kendra', 'Software', 'SIH1413', 'Transportation\\n& Logistics'], ['11', '1', '', 'Mi', 'nis', 'Development of motion\\namplification video\\ntechniques for vibration\\nanalysis', 'Software', 'SIH1415', 'Smart\\nAutomation'], ['', None, None, None, None, None, None, None, None], ['112', None, None, 'Ministry of Defence', None, 'AI based Automatic alarm\\ngeneration and dropping of\\npayload at a particular object\\nthrough a Drone.', 'Software', 'SIH1416', 'Disaster\\nManagement'], ['113', None, None, 'Ministry of Defence', None, 'AI-ML based intelligent de-\\nsmoking/de-hazing algorithm', 'Software', 'SIH1417', 'Disaster\\nManagement'], ['114', None, None, 'Ministry of Defence', None, 'Deep learning for terrain\\nrecognition', 'Software', 'SIH1418', 'Miscellaneous'], ['115', None, None, 'Ministry of Defence', None, 'Robust human target\\ndetection and acquisition', 'Software', 'SIH1419', 'Miscellaneous'], ['116', None, None, 'Ministry of Defence', None, 'Lean module for reasoning\\nabout computational\\ncomplexity in GPTs.', 'Software', 'SIH1420', 'Miscellaneous'], ['117', None, None, 'Ministry of Defence', None, 'Novel Technologies for Early\\nDetection and Mitigation of\\nAvalanches', 'Software', 'SIH1421', 'Disaster\\nManagement'], ['118', None, None, 'Ministry of Defence', None, 'Devise the method for\\nidentification of victims\\nburied under avalanches.', 'Software', 'SIH1422', 'Disaster\\nManagement'], ['119', None, None, 'Ministry of Jal\\nShakti', None, 'Web /Mobile based tool for\\nmapping of Water supply\\nnetwork', 'Software', 'SIH1423', 'Miscellaneous']], [['120', None, None, 'Ministry of Rural\\nDevelopment', None, \"AR/VR based application\\nwhich helps visualize the\\ncomplete house virtually at an\\nearly stage, which can help in\\ncost estimation, planning and\\ncompletion of the house in\\ntime'\", 'Software', 'SIH1428', 'Smart\\nAutomation'], ['12', '1', '', 'Mi', 'nis', 'Develop a solution to identifo\\ndiscrepancies in Quality\\nMonitoring Data on OMMAS\\nand generate reports that\\nhighlight areas where\\ncorrective action is Required.', 'Software', 'SIH1429', 'Smart\\nAutomation'], ['', None, None, None, None, None, None, None, None], ['122', None, None, 'Ministry of\\nEducation', None, 'Online personalized learning\\nremediation/tutoring tool.\\nSearch for best teacher for\\nspecific topics.', 'Software', 'SIH1431', 'Smart\\nEducation'], ['123', None, None, 'Ministry of\\nEducation', None, 'Identify slow learners for\\nremedial teaching and\\ncapacity building for\\ninnovative methods.', 'Software', 'SIH1432', 'Smart\\nEducation'], ['124', None, None, 'Ministry of\\nEducation', None, 'Mental health and well-being\\nsurveillance, assessment and\\ntracking solution among\\nchildren.', 'Software', 'SIH1433', 'Smart\\nEducation'], ['125', None, None, 'Ministry of\\nEducation', None, 'Making career choices and AI\\nbased counselling accessible\\nto every child at secondary\\nlevel along with aptitude tests\\nand detailed career paths.', 'Software', 'SIH1434', 'Smart\\nEducation'], ['126', None, None, 'Ministry of Rural\\nDevelopment', None, 'Developing an algotithim /\\nprogramme to measure\\nincrease in income of FPOs\\non account of project\\ninterventions under WDC 2.0.', 'Software', 'SIH1435', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['127', None, None, 'Ministry of Rural\\nDevelopment', None, 'Number of persons benefitted\\nfrom using the Water\\nHarvesting Structures (WHS)\\ncreated / rejuvenated in the\\nproject areas under WDC 2.0\\nfor economic activities like\\nfisheries etc for alternate\\nsource of income generation.', 'Software', 'SIH1436', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['128', None, None, 'Ministry of Rural\\nDevelopment', None, 'Development of suitable\\nSoftware and Hardware\\ncomponents/sensors for\\nspringshed mapping,\\nmonitoring and management.', 'Software', 'SIH1437', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment']], [['129', None, None, 'Ministry of Home\\nAffairs', None, 'Virtual Reality-Based\\nTraining for CBRN Disaster\\nResponse', 'Software', 'SIH1438', 'Disaster\\nManagement'], ['130', None, None, 'Ministry of Home\\nAffairs', None, 'An application under which\\nall rescue agencies are\\nregistered and which can\\ndisplay the location of other\\nrescue relief agencies during\\nnatural/ man made calamities', 'Software', 'SIH1440', 'Disaster\\nManagement'], ['13', '1', '', 'Ba', 'jaj', 'Similar Document Template\\nMatching Algorithm', 'Software', 'SIH1441', 'Miscellaneous'], ['', None, None, None, None, None, None, None, None], ['132', None, None, 'Autodesk Education\\nExperience', None, 'Students to use Autodesk\\nFusion 360 to research and\\nredesign a conventional\\nautomotive component\\ncommonly found in vehicles\\nand utilize generative design\\nto reimagine its design. For\\nadditional information and\\ndetailed problem statement,\\nplease visit:\\nhttps://damassets.autodesk.net\\n/content/dam/autodesk/www/p\\ndfs/sih-2023-hardware-\\nedition-additive-\\nmanufacturing.pdf', 'Software', 'SIH1442', 'Smart Vehicles'], ['133', None, None, 'Autodesk Education\\nExperience', None, 'Students to use Autodesk\\nFusion 360 to research and to\\ngenerate NC code with\\nmachine details and tool\\nlibrary for any industrial\\ncomponent. For additional\\ninformation and detailed\\nproblem statement, please\\nvisit:\\nhttps://damassets.autodesk.net\\n/content/dam/autodesk/www/p\\ndfs/sih-2023-hardware-', 'Software', 'SIH1443', 'Smart\\nAutomation'], ['134', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'edition-cnc.pdf\\nDe-anonymisation for\\nmonitoring and tracking of\\nillegal activities performed\\nusing cryptocurrency\\ntransaction technology', 'Software', 'SIH1445', 'Blockchain &\\nCybersecurity'], ['135', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Developing a GUI based\\nhardening script for Ubuntu\\noperating system with\\nflexibility to cater for\\norganisational security\\npolicies', 'Software', 'SIH1446', 'Miscellaneous']], [['136', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Identification and Extraction\\nof Forward Error Correction\\n(FEC) schemes of unknown\\ndemodulated signals', 'Software', 'SIH1447', 'Miscellaneous'], ['137', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Design, develop and\\nimplement a software bill of\\nmaterials (SBOM) generation\\ntool that can generate the\\ncomplete SBOM of custom-\\ndeveloped software (including\\nin-house developments by\\norganisations)', 'Software', 'SIH1449', 'Smart\\nAutomation'], ['138', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Develop and deploy a Large\\nLanguage Model (LLM)\\nbased tool for generating\\nhuman like responses to\\nnatural language inputs for\\nnetwork not connected over\\ninternet', 'Software', 'SIH1450', 'Smart\\nAutomation'], ['139', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Develop a AI/ML tool to\\ndetect whether a system /\\nfirewall /router / network is\\ncompromised. The technique\\nshould not rely only on IoCs\\n(Indicators of Compromises)\\ndetection.', 'Software', 'SIH1451', 'Blockchain &\\nCybersecurity'], ['140', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Develop Ransomware\\nReadiness Assessment tool.', 'Software', 'SIH1452', 'Blockchain &\\nCybersecurity'], ['14', '1', '', 'Na', 'tio', 'Investigation of\\nvulnerabilities in\\nimplementation of crypto\\nlibrary used by OpenVPN for\\nInternet Protocol Security\\n(IPsec), IPV6 deployment.', 'Software', 'SIH1453', 'Blockchain &\\nCybersecurity'], ['', None, None, None, None, None, None, None, None], ['142', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Create an intelligent system\\nusing AI/ML to detect\\nphishing domains which\\nimitate look and feel of\\ngenuine domains', 'Software', 'SIH1454', 'Blockchain &\\nCybersecurity'], ['143', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Efficient enumeration of\\nURLs of active hidden servers\\nover anonymous channel\\n(TOR)', 'Software', 'SIH1455', 'Blockchain &\\nCybersecurity']], [['144', None, None, 'National Technical\\nResearch\\nOrganisation,(NTRO\\n)', None, 'Speech to text transcription\\nfor Indian languages. The\\nproblem entails transcription\\nin the native script and then\\ntranslation to English. The\\nlanguages of interest are\\nHindi, Indian English, Urdu,\\nBengali, Punjabi.', 'Software', 'SIH1456', 'Miscellaneous'], ['145', None, None, 'MathWorks India\\nPrivate Limited', None, 'Get Fit Faster with a High-\\nTech Tracker: Analyze\\nHuman Activity and GPS\\nData for Improved Results', 'Software', 'SIH1457', 'Smart\\nAutomation'], ['146', None, None, 'AICTE', None, 'AI Based - Designing of\\nAssistive portal for\\nStakeholders in Approval\\nProcess', 'Software', 'SIH1458', 'Miscellaneous'], ['147', None, None, 'AICTE', None, 'Integration of Multiple Data-\\nbases of AICTE in order to\\nfetch Coherent Information', 'Software', 'SIH1459', 'Miscellaneous'], ['148', None, None, 'AICTE', None, 'Integration of AI for Adaptive\\nLearning for MCQ Selection\\nin PARAKH', 'Software', 'SIH1460', 'Smart\\nAutomation'], ['149', None, None, 'AICTE', None, 'Cybersecurity Portal for\\nEffective Management of\\nServers and Firewalls', 'Software', 'SIH1461', 'Blockchain &\\nCybersecurity'], ['150', None, None, 'Ministry of Home\\nAffairs', None, 'Awareness and Preparedness\\nTowards Disaster\\nManagement', 'Software', 'SIH1462', 'Disaster\\nManagement'], ['15', '1', '', 'AI', 'CT', 'Establishing a Server log\\nsystem for E-governance with\\nappropriate notification and\\ncontent based classification of\\nlog AICTE', 'Software', 'SIH1463', 'Miscellaneous'], ['', None, None, None, None, None, None, None, None], ['152', None, None, 'AICTE', None, 'Design and Developed a\\npersonalized online meeting\\nsystem for AICTE', 'Software', 'SIH1464', 'Blockchain &\\nCybersecurity'], ['153', None, None, 'AICTE', None, 'A unified portal for\\ndeveloping a model\\nCurriculum for all the AICTE\\nApproved Institutes', 'Software', 'SIH1465', 'Miscellaneous'], ['154', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1467', 'Smart\\nEducation'], ['155', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1468', 'Disaster\\nManagement'], ['156', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1483', 'Miscellaneous'], ['157', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1484', 'Blockchain &\\nCybersecurity'], ['158', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1485', 'Renewable /\\nSustainable\\nEnergy'], ['159', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1486', 'Transportation\\n& Logistics']], [['160', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1487', 'Clean & Green\\nTechnology'], ['16', '1', '', 'AI', 'CT', 'Student Innovation', 'Software', 'SIH1488', 'Robotics and\\nDrones'], ['', None, None, None, None, None, None, None, None], ['162', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1489', 'Transportation\\n& Logistics'], ['163', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1490', 'Smart Vehicles'], ['164', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1491', 'Agriculture,\\nFoodTech &\\nRural\\nDevelopment'], ['165', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1492', 'MedTech /\\nBioTech /\\nHealthTech'], ['166', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1493', 'Heritage &\\nCulture'], ['167', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1494', 'Fitness &\\nSports'], ['168', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1495', 'Smart\\nAutomation'], ['169', None, None, 'AICTE, MIC-\\nStudent Innovation', None, 'Student Innovation', 'Software', 'SIH1496', 'Toys & Games'], ['170', None, None, 'AICTE, MIC', None, 'Develop a Proctored exam\\ntool for shortlisting the\\ncandidates for the national\\nand international level\\nhackathons.', 'Software', 'SIH1498', 'Smart\\nAutomation'], ['17', '1', '', 'Go', 've', 'Education ecosystem for\\nspecially abled student need\\nprovision and improvement to\\ntake care of compliance,\\ngovernance and conduct.', 'Software', 'SIH1500', 'Smart\\nEducation'], ['', None, None, None, None, None, None, None, None], ['172', None, None, 'Ministry of AYUSH', None, 'Development of Virtual\\nReality (VR) technology for\\nDhatuposhana Nyaya', 'Software', 'SIH1501', 'MedTech /\\nBioTech /\\nHealthTech'], ['173', None, None, 'Government of\\nJharkhand', None, 'Blended Learning to\\novercome inadequate\\ninfrastructure', 'Software', 'SIH1502', 'Smart\\nEducation'], ['174', None, None, 'Government of\\nJharkhand', None, 'Capacity building,\\nperformance assessment and\\nmotivation driven tool for\\nfaculty upgradation', 'Software', 'SIH1504', 'Smart\\nEducation'], ['175', None, None, 'Ministry of Home\\nAffairs', None, 'Areal Location of Hazardous\\nAtmosphere in Industries', 'Software', 'SIH1505', 'Disaster\\nManagement'], ['176', None, None, 'Ministry of Ports,\\nShipping and\\nWaterways', None, 'Leveraging the power of deep\\nlearning to overcome the\\nchallenges of marine\\nengineering and improve\\nvessel operations:', 'Software', 'SIH1506', 'Smart\\nAutomation']], [['177', None, None, 'Ministry of Power', None, \"Creation of dedicated real\\ntime 'Procurement Data\\nPortal'as well as 'Vendor\\nPayment Data portal'to\\ncapture all related data in\\nrespect of NEEPCO,S\\nProcurements and Payments'\\nincluding Procurement from\\nMSE Sector and procurement\\nin GeM Portal\", 'Software', 'SIH1508', 'Miscellaneous'], ['178', None, None, 'Ministry of Micro,\\nSmall and Medium\\nEnterprises', None, 'App-Based Solution to\\nprovide market access to\\nmicro and small enterprises', 'Software', 'SIH1509', 'Miscellaneous'], ['179', None, None, 'Ministry of Rural\\nDevelopment', None, 'Land profiling of Asset\\nCreation process', 'Software', 'SIH1510', 'Miscellaneous'], ['180', None, None, 'Ministry of Housing\\nand Urban Affairs', None, 'Comprehensive lnspection\\nand Analysis of Water Supply\\nDistribution Lines', 'Software', 'SIH1514', 'Clean & Green\\nTechnology'], ['18', '1', '', 'Mi', 'nis', 'Smart and Effective realtime\\nManagement of street parking', 'Software', 'SIH1515', 'Smart\\nAutomation'], ['', None, None, None, None, None, None, None, None], ['182', None, None, 'Ministry of Housing\\nand Urban Affairs', None, 'Suggest an Al-based solution\\nto enable ease of grievance\\nlodging and tracking for\\ncitizens across multiple\\ndepartments', 'Software', 'SIH1516', 'Smart\\nAutomation']], [['', '']]]\n"
     ]
    }
   ],
   "source": [
    "tables=[]\n",
    "for page in pdf.pages:\n",
    "    table=page.extract_table()\n",
    "    tables.append(table)\n",
    "print(tables)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[['13', None, None, 'Ministry of Jal\\nShakti', None, 'Development of AI, ML and\\nChat boat-powered Interactive\\nRobot Mascot (Chacha\\nChaudhary) and digital avatar\\nto strengthen the river people\\nconnect component of\\nNamami Gange.', 'Software', 'SIH1290', 'Smart\\nEducation'], ['14', None, None, 'Ministry of Jal\\nShakti', None, 'A mobile app that crowd\\nsources water-related\\nproblems from around a\\ncommunity, open sources\\ndata, etc. and display them on\\na map.', 'Software', 'SIH1291', 'Disaster\\nManagement'], ['15', None, None, 'Ministry of Jal\\nShakti', None, 'AI-enabled water well\\npredictor', 'Software', 'SIH1292', 'Clean & Green\\nTechnology'], ['16', None, None, 'Ministry of power', None, 'Dashboard for real-time\\nmonitoring of construction\\nprojects.', 'Software', 'SIH1295', 'Transportation\\n& Logistics'], ['17', None, None, 'Ministry of power', None, 'Al-based Generative design of\\nHydro power plants.', 'Software', 'SIH1296', 'Renewable /\\nSustainable\\nEnergy'], ['18', None, None, 'Ministry of power', None, 'Al Based Drone Application', 'Software', 'SIH1297', 'Robotics and\\nDrones'], ['19', None, None, 'Ministry of power', None, 'Language translator tool to\\nconvert English to Hindi\\n(official Language) which can\\nbe used by all the government\\norganizations websites\\nofficially.', 'Software', 'SIH1301', 'Smart\\nAutomation'], ['20', None, None, 'Ministry of Power', None, 'Design of CYBER-\\nSECURITY ENABLED\\nSMART CONTROLLER for\\ngrid-connected Microgrid', 'Software', 'SIH1302', 'Blockchain &\\nCybersecurity'], ['21', '', '', 'Go', 've', 'PGRKAM web application (\\nwww.pgrkam.com) and the\\nPGRKAM Android\\napplication of the Punjab\\nGovernment provides\\nemployment data to the\\nprospective candidates.', 'Software', 'SIH1303', 'Miscellaneous'], ['', None, None, None, None, None, None, None, None], ['22', None, None, 'Government of\\nPunjab', None, 'PGRKAM web application (\\nwww.pgrkam.com) and the\\nPGRKAM Android\\napplication of the Punjab\\nGovernment provides\\nemployment data to the\\nprospective candidates. The\\nplatform has a sizeable\\nnumber of user base but it\\nlacks integrated analytics\\ntools to understand how the\\nusers are consuming the', 'Software', 'SIH1304', 'Miscellaneous']]\n"
     ]
    }
   ],
   "source": [
    "print(tables[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np\n",
    "import pandas as pd\n",
    "def create_dataframe_from_list(data:list)->pd.DataFrame:\n",
    "    df=pd.DataFrame(data)\n",
    "    df=df.dropna(axis=1,how='all')\n",
    "    return df\n",
    "d1=create_dataframe_from_list(tables[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "C:\\Users\\Charanjeet Juneja\\AppData\\Local\\Temp\\ipykernel_4812\\1155423505.py:1: FutureWarning: Downcasting behavior in `replace` is deprecated and will be removed in a future version. To retain the old behavior, explicitly call `result.infer_objects(copy=False)`. To opt-in to the future behavior, set `pd.set_option('future.no_silent_downcasting', True)`\n",
      "  d1 = d1.replace(r'^\\s*$', np.nan, regex=True)\n"
     ]
    }
   ],
   "source": [
    "d1 = d1.replace(r'^\\s*$', np.nan, regex=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>Ministry of Jal\\nShakti</td>\n",
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       "      <td>None</td>\n",
       "      <td>A mobile app that crowd\\nsources water-related...</td>\n",
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       "      <td>SIH1291</td>\n",
       "      <td>Disaster\\nManagement</td>\n",
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       "      <td>15</td>\n",
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       "      <td>Ministry of Jal\\nShakti</td>\n",
       "      <td>None</td>\n",
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       "      <td>Software</td>\n",
       "      <td>SIH1292</td>\n",
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       "      <td>None</td>\n",
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       "      <td>Software</td>\n",
       "      <td>SIH1295</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
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       "      <th>4</th>\n",
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       "      <td>Software</td>\n",
       "      <td>SIH1296</td>\n",
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       "      <td>Ministry of power</td>\n",
       "      <td>None</td>\n",
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       "      <td>Ministry of power</td>\n",
       "      <td>None</td>\n",
       "      <td>Language translator tool to\\nconvert English t...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1301</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
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       "7    20 NaN NaN        Ministry of Power  None   \n",
       "8    21 NaN NaN                       Go    ve   \n",
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       "\n",
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       "0   Development of AI, ML and\\nChat boat-powered I...  Software  SIH1290   \n",
       "1   A mobile app that crowd\\nsources water-related...  Software  SIH1291   \n",
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       "3   Dashboard for real-time\\nmonitoring of constru...  Software  SIH1295   \n",
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       "5                          Al Based Drone Application  Software  SIH1297   \n",
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       "9                                                None      None     None   \n",
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     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
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    "d1"
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  {
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   "execution_count": 40,
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       "        0     1     2      3      4      5      6      7      8\n",
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   "source": [
    "d1.isna()"
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  {
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   "execution_count": 41,
   "metadata": {},
   "outputs": [],
   "source": [
    "d1.dropna(how='all',inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "metadata": {},
   "outputs": [],
   "source": [
    "d1.drop(columns=[1,2,4],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [
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       "     0                        3  \\\n",
       "0   13  Ministry of Jal\\nShakti   \n",
       "1   14  Ministry of Jal\\nShakti   \n",
       "2   15  Ministry of Jal\\nShakti   \n",
       "3   16        Ministry of power   \n",
       "4   17        Ministry of power   \n",
       "5   18        Ministry of power   \n",
       "6   19        Ministry of power   \n",
       "7   20        Ministry of Power   \n",
       "8   21                       Go   \n",
       "10  22    Government of\\nPunjab   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of AI, ML and\\nChat boat-powered I...  Software  SIH1290   \n",
       "1   A mobile app that crowd\\nsources water-related...  Software  SIH1291   \n",
       "2                    AI-enabled water well\\npredictor  Software  SIH1292   \n",
       "3   Dashboard for real-time\\nmonitoring of constru...  Software  SIH1295   \n",
       "4   Al-based Generative design of\\nHydro power pla...  Software  SIH1296   \n",
       "5                          Al Based Drone Application  Software  SIH1297   \n",
       "6   Language translator tool to\\nconvert English t...  Software  SIH1301   \n",
       "7   Design of CYBER-\\nSECURITY ENABLED\\nSMART CONT...  Software  SIH1302   \n",
       "8   PGRKAM web application (\\nwww.pgrkam.com) and ...  Software  SIH1303   \n",
       "10  PGRKAM web application (\\nwww.pgrkam.com) and ...  Software  SIH1304   \n",
       "\n",
       "                                   8  \n",
       "0                   Smart\\nEducation  \n",
       "1               Disaster\\nManagement  \n",
       "2          Clean & Green\\nTechnology  \n",
       "3        Transportation\\n& Logistics  \n",
       "4   Renewable /\\nSustainable\\nEnergy  \n",
       "5               Robotics and\\nDrones  \n",
       "6                  Smart\\nAutomation  \n",
       "7        Blockchain &\\nCybersecurity  \n",
       "8                      Miscellaneous  \n",
       "10                     Miscellaneous  "
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
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   "source": [
    "d1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "metadata": {},
   "outputs": [],
   "source": [
    "d1 = d1.replace(r'\\n', '', regex=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "metadata": {},
   "outputs": [
    {
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       "     0                      3  \\\n",
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       "0                                                   21\n",
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       "                        3                                                  5  \\\n",
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       "                        3                                                  5  \\\n",
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       "2   Ministry of JalShakti                     AI-enabled water wellpredictor   \n",
       "3       Ministry of power  Dashboard for real-timemonitoring of construct...   \n",
       "4       Ministry of power   Al-based Generative design ofHydro power plants.   \n",
       "5       Ministry of power                         Al Based Drone Application   \n",
       "6       Ministry of power  Language translator tool toconvert English to ...   \n",
       "7       Ministry of Power  Design of CYBER-SECURITY ENABLEDSMART CONTROLL...   \n",
       "8     Government OfPunjab  PGRKAM web application (www.pgrkam.com) and th...   \n",
       "10    Government ofPunjab  PGRKAM web application (www.pgrkam.com) and th...   \n",
       "\n",
       "           6        7                             8  \n",
       "0   Software  SIH1290                SmartEducation  \n",
       "1   Software  SIH1291            DisasterManagement  \n",
       "2   Software  SIH1292       Clean & GreenTechnology  \n",
       "3   Software  SIH1295     Transportation& Logistics  \n",
       "4   Software  SIH1296  Renewable /SustainableEnergy  \n",
       "5   Software  SIH1297            Robotics andDrones  \n",
       "6   Software  SIH1301               SmartAutomation  \n",
       "7   Software  SIH1302     Blockchain &Cybersecurity  \n",
       "8   Software  SIH1303                 Miscellaneous  \n",
       "10  Software  SIH1304                 Miscellaneous  "
      ]
     },
     "execution_count": 52,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th></th>\n",
       "      <th>Organization</th>\n",
       "      <th>Problem Statement Title</th>\n",
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       "      <th>PS Number</th>\n",
       "      <th>Domain Bucket</th>\n",
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       "      <th>0</th>\n",
       "      <td>Ministry ofChemicals andFertilizers</td>\n",
       "      <td>International ComparativeSystem to Launch Inte...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1278</td>\n",
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       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>Development of software forstreamlining the li...</td>\n",
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       "      <td>SIH1279</td>\n",
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       "      <th>2</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>Development of e-Portal forfacilitating Case M...</td>\n",
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       "      <td>Ministry of Law andJustice</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>Tech-Driven Solutions forUndertrial Prisoners ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1282</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>Digital Assistant for LegalAwareness and Desig...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1283</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>Developing a Blockchain-Based eVault for Legal...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1284</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>AI-powered LegalDocumentation Assistant</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1285</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ministry of Law andJustice</td>\n",
       "      <td>Incentives based Design foronboarding Legal Se...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1286</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ministry of JalShakti</td>\n",
       "      <td>Use of Digital Technology tocalculate water fo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1287</td>\n",
       "      <td>Clean &amp; GreenTechnology</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry of JalShakti</td>\n",
       "      <td>Use of Digital Technology inaddressing Non-Rev...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1288</td>\n",
       "      <td>Clean &amp; GreenTechnology</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of JalShakti</td>\n",
       "      <td>Projection of the extent ofinundation correspo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1289</td>\n",
       "      <td>DisasterManagement</td>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Ministry of JalShakti</td>\n",
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       "      <td>Ministry of JalShakti</td>\n",
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       "      <td>Software</td>\n",
       "      <td>SIH1291</td>\n",
       "      <td>DisasterManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Ministry of JalShakti</td>\n",
       "      <td>AI-enabled water wellpredictor</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1292</td>\n",
       "      <td>Clean &amp; GreenTechnology</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>15</th>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>Dashboard for real-timemonitoring of construct...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1295</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>16</th>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>Al-based Generative design ofHydro power plants.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1296</td>\n",
       "      <td>Renewable /SustainableEnergy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>17</th>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>Al Based Drone Application</td>\n",
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       "      <td>SIH1297</td>\n",
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       "    <tr>\n",
       "      <th>18</th>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>Language translator tool toconvert English to ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1301</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>19</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Design of CYBER-SECURITY ENABLEDSMART CONTROLL...</td>\n",
       "      <td>Software</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>20</th>\n",
       "      <td>Government OfPunjab</td>\n",
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       "      <th>21</th>\n",
       "      <td>Government ofPunjab</td>\n",
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      "text/plain": [
       "                           Organization  \\\n",
       "0   Ministry ofChemicals andFertilizers   \n",
       "1            Ministry of Law andJustice   \n",
       "2            Ministry of Law andJustice   \n",
       "3            Ministry of Law andJustice   \n",
       "4            Ministry of Law andJustice   \n",
       "5            Ministry of Law andJustice   \n",
       "6            Ministry of Law andJustice   \n",
       "7            Ministry of Law andJustice   \n",
       "8            Ministry of Law andJustice   \n",
       "9                 Ministry of JalShakti   \n",
       "10                Ministry of JalShakti   \n",
       "11                Ministry of JalShakti   \n",
       "12                Ministry of JalShakti   \n",
       "13                Ministry of JalShakti   \n",
       "14                Ministry of JalShakti   \n",
       "15                    Ministry of power   \n",
       "16                    Ministry of power   \n",
       "17                    Ministry of power   \n",
       "18                    Ministry of power   \n",
       "19                    Ministry of Power   \n",
       "20                  Government OfPunjab   \n",
       "21                  Government ofPunjab   \n",
       "\n",
       "                              Problem Statement Title  Category PS Number  \\\n",
       "0   International ComparativeSystem to Launch Inte...  Software   SIH1278   \n",
       "1   Development of software forstreamlining the li...  Software   SIH1279   \n",
       "2   Development of e-Portal forfacilitating Case M...  Software   SIH1280   \n",
       "3   Development of gamifiedplatform on Children's ...  Software   SIH1281   \n",
       "4   Tech-Driven Solutions forUndertrial Prisoners ...  Software   SIH1282   \n",
       "5   Digital Assistant for LegalAwareness and Desig...  Software   SIH1283   \n",
       "6   Developing a Blockchain-Based eVault for Legal...  Software   SIH1284   \n",
       "7             AI-powered LegalDocumentation Assistant  Software   SIH1285   \n",
       "8   Incentives based Design foronboarding Legal Se...  Software   SIH1286   \n",
       "9   Use of Digital Technology tocalculate water fo...  Software   SIH1287   \n",
       "10  Use of Digital Technology inaddressing Non-Rev...  Software   SIH1288   \n",
       "11  Projection of the extent ofinundation correspo...  Software   SIH1289   \n",
       "12  Development of AI, ML andChat boat-powered Int...  Software   SIH1290   \n",
       "13  A mobile app that crowdsources water-relatedpr...  Software   SIH1291   \n",
       "14                     AI-enabled water wellpredictor  Software   SIH1292   \n",
       "15  Dashboard for real-timemonitoring of construct...  Software   SIH1295   \n",
       "16   Al-based Generative design ofHydro power plants.  Software   SIH1296   \n",
       "17                         Al Based Drone Application  Software   SIH1297   \n",
       "18  Language translator tool toconvert English to ...  Software   SIH1301   \n",
       "19  Design of CYBER-SECURITY ENABLEDSMART CONTROLL...  Software   SIH1302   \n",
       "20  PGRKAM web application (www.pgrkam.com) and th...  Software   SIH1303   \n",
       "21  PGRKAM web application (www.pgrkam.com) and th...  Software   SIH1304   \n",
       "\n",
       "                   Domain Bucket  \n",
       "0                  Miscellaneous  \n",
       "1                  Miscellaneous  \n",
       "2                  Miscellaneous  \n",
       "3                 SmartEducation  \n",
       "4                  Miscellaneous  \n",
       "5                 SmartEducation  \n",
       "6      Blockchain &Cybersecurity  \n",
       "7                  Miscellaneous  \n",
       "8                  Miscellaneous  \n",
       "9        Clean & GreenTechnology  \n",
       "10       Clean & GreenTechnology  \n",
       "11            DisasterManagement  \n",
       "12                SmartEducation  \n",
       "13            DisasterManagement  \n",
       "14       Clean & GreenTechnology  \n",
       "15     Transportation& Logistics  \n",
       "16  Renewable /SustainableEnergy  \n",
       "17            Robotics andDrones  \n",
       "18               SmartAutomation  \n",
       "19     Blockchain &Cybersecurity  \n",
       "20                 Miscellaneous  \n",
       "21                 Miscellaneous  "
      ]
     },
     "execution_count": 54,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "page1 = pd.read_csv('page_1.csv')\n",
    "d1.columns=page1.columns\n",
    "updated_page = pd.concat([page1, d1], ignore_index=True)\n",
    "updated_page"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [],
   "source": [
    "updated_page.to_csv('page.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# similar for other pages too"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 64,
   "metadata": {},
   "outputs": [
    {
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       "      <td>Government of\\nPunjab</td>\n",
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       "      <th>3</th>\n",
       "      <td>26</td>\n",
       "      <td>Ministry of Textiles</td>\n",
       "      <td>Application Development for\\nmonitoring of woo...</td>\n",
       "      <td>Software</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>Ministry of Ports,\\nShipping and\\nWaterways</td>\n",
       "      <td>Dredging Analysis and\\nDecision Support System.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1311</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>28</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Chatbot to respond to text\\nqueries pertaining...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1312</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>29</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Real-time visibility of\\nDumper load status to...</td>\n",
       "      <td>Software</td>\n",
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       "      <th>7</th>\n",
       "      <td>30</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Application of Image\\nAnalytics for Tree\\nenum...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1316</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
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       "</div>"
      ],
      "text/plain": [
       "    0                                             1  \\\n",
       "0  23                         Government of\\nPunjab   \n",
       "1  24  Ministry of Social\\nJustice and\\nEmpowerment   \n",
       "2  25                     Ministry of Home\\nAffairs   \n",
       "3  26                          Ministry of Textiles   \n",
       "4  27   Ministry of Ports,\\nShipping and\\nWaterways   \n",
       "5  28                              Ministry of coal   \n",
       "6  29                              Ministry of coal   \n",
       "7  30                              Ministry of coal   \n",
       "\n",
       "                                                   2         3        4  \\\n",
       "0  The Employment Department\\nat present has a di...  Software  SIH1305   \n",
       "1  Computerized cognitive\\nRetraining Program for...  Software  SIH1307   \n",
       "2  Threat zone of an explosion\\nparticularly in o...  Software  SIH1308   \n",
       "3  Application Development for\\nmonitoring of woo...  Software  SIH1309   \n",
       "4    Dredging Analysis and\\nDecision Support System.  Software  SIH1311   \n",
       "5  Chatbot to respond to text\\nqueries pertaining...  Software  SIH1312   \n",
       "6  Real-time visibility of\\nDumper load status to...  Software  SIH1314   \n",
       "7  Application of Image\\nAnalytics for Tree\\nenum...  Software  SIH1316   \n",
       "\n",
       "                                  5  \n",
       "0                 Smart\\nAutomation  \n",
       "1  MedTech /\\nBioTech /\\nHealthTech  \n",
       "2              Disaster\\nManagement  \n",
       "3       Transportation\\n& Logistics  \n",
       "4       Transportation\\n& Logistics  \n",
       "5                 Smart\\nAutomation  \n",
       "6                 Smart\\nAutomation  \n",
       "7                     Miscellaneous  "
      ]
     },
     "execution_count": 64,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d2=create_dataframe_from_list(tables[2])\n",
    "d2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 65,
   "metadata": {},
   "outputs": [],
   "source": [
    "d2 = d2.replace(r'\\n', '', regex=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 68,
   "metadata": {},
   "outputs": [],
   "source": [
    "d2.drop(columns=[0],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 69,
   "metadata": {},
   "outputs": [],
   "source": [
    "page1 = pd.read_csv('page.csv')\n",
    "d2.columns=page1.columns\n",
    "updated_page = pd.concat([page1, d1], ignore_index=True)\n",
    "updated_page.to_csv('page.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 82,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>23</td>\n",
       "      <td>Government of\\nPunjab</td>\n",
       "      <td>The Employment Department\\nat present has a di...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1305</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>24</td>\n",
       "      <td>Ministry of Social\\nJustice and\\nEmpowerment</td>\n",
       "      <td>Computerized cognitive\\nRetraining Program for...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1307</td>\n",
       "      <td>MedTech /\\nBioTech /\\nHealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>25</td>\n",
       "      <td>Ministry of Home\\nAffairs</td>\n",
       "      <td>Threat zone of an explosion\\nparticularly in o...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1308</td>\n",
       "      <td>Disaster\\nManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>26</td>\n",
       "      <td>Ministry of Textiles</td>\n",
       "      <td>Application Development for\\nmonitoring of woo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1309</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>Ministry of Ports,\\nShipping and\\nWaterways</td>\n",
       "      <td>Dredging Analysis and\\nDecision Support System.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1311</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>28</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Chatbot to respond to text\\nqueries pertaining...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1312</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>29</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Real-time visibility of\\nDumper load status to...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1314</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>30</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Application of Image\\nAnalytics for Tree\\nenum...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1316</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    0                                             1  \\\n",
       "0  23                         Government of\\nPunjab   \n",
       "1  24  Ministry of Social\\nJustice and\\nEmpowerment   \n",
       "2  25                     Ministry of Home\\nAffairs   \n",
       "3  26                          Ministry of Textiles   \n",
       "4  27   Ministry of Ports,\\nShipping and\\nWaterways   \n",
       "5  28                              Ministry of coal   \n",
       "6  29                              Ministry of coal   \n",
       "7  30                              Ministry of coal   \n",
       "\n",
       "                                                   2         3        4  \\\n",
       "0  The Employment Department\\nat present has a di...  Software  SIH1305   \n",
       "1  Computerized cognitive\\nRetraining Program for...  Software  SIH1307   \n",
       "2  Threat zone of an explosion\\nparticularly in o...  Software  SIH1308   \n",
       "3  Application Development for\\nmonitoring of woo...  Software  SIH1309   \n",
       "4    Dredging Analysis and\\nDecision Support System.  Software  SIH1311   \n",
       "5  Chatbot to respond to text\\nqueries pertaining...  Software  SIH1312   \n",
       "6  Real-time visibility of\\nDumper load status to...  Software  SIH1314   \n",
       "7  Application of Image\\nAnalytics for Tree\\nenum...  Software  SIH1316   \n",
       "\n",
       "                                  5  \n",
       "0                 Smart\\nAutomation  \n",
       "1  MedTech /\\nBioTech /\\nHealthTech  \n",
       "2              Disaster\\nManagement  \n",
       "3       Transportation\\n& Logistics  \n",
       "4       Transportation\\n& Logistics  \n",
       "5                 Smart\\nAutomation  \n",
       "6                 Smart\\nAutomation  \n",
       "7                     Miscellaneous  "
      ]
     },
     "execution_count": 82,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d4=create_dataframe_from_list(tables[2])\n",
    "d4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 84,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<table border=\"1\" class=\"dataframe\">\n",
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       "      <th>0</th>\n",
       "      <th>1</th>\n",
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       "      <th>5</th>\n",
       "    </tr>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>23</td>\n",
       "      <td>Government ofPunjab</td>\n",
       "      <td>The Employment Departmentat present has a digi...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1305</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>24</td>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>Computerized cognitiveRetraining Program for H...</td>\n",
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       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
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       "      <th>2</th>\n",
       "      <td>25</td>\n",
       "      <td>Ministry of HomeAffairs</td>\n",
       "      <td>Threat zone of an explosionparticularly in oil...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1308</td>\n",
       "      <td>DisasterManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>26</td>\n",
       "      <td>Ministry of Textiles</td>\n",
       "      <td>Application Development formonitoring of wool ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1309</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>27</td>\n",
       "      <td>Ministry of Ports,Shipping andWaterways</td>\n",
       "      <td>Dredging Analysis andDecision Support System.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1311</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>28</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Chatbot to respond to textqueries pertaining t...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1312</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>29</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Real-time visibility ofDumper load status to S...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1314</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>30</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>Application of ImageAnalytics for Treeenumerat...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1316</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    0                                         1  \\\n",
       "0  23                       Government ofPunjab   \n",
       "1  24  Ministry of SocialJustice andEmpowerment   \n",
       "2  25                   Ministry of HomeAffairs   \n",
       "3  26                      Ministry of Textiles   \n",
       "4  27   Ministry of Ports,Shipping andWaterways   \n",
       "5  28                          Ministry of coal   \n",
       "6  29                          Ministry of coal   \n",
       "7  30                          Ministry of coal   \n",
       "\n",
       "                                                   2         3        4  \\\n",
       "0  The Employment Departmentat present has a digi...  Software  SIH1305   \n",
       "1  Computerized cognitiveRetraining Program for H...  Software  SIH1307   \n",
       "2  Threat zone of an explosionparticularly in oil...  Software  SIH1308   \n",
       "3  Application Development formonitoring of wool ...  Software  SIH1309   \n",
       "4      Dredging Analysis andDecision Support System.  Software  SIH1311   \n",
       "5  Chatbot to respond to textqueries pertaining t...  Software  SIH1312   \n",
       "6  Real-time visibility ofDumper load status to S...  Software  SIH1314   \n",
       "7  Application of ImageAnalytics for Treeenumerat...  Software  SIH1316   \n",
       "\n",
       "                              5  \n",
       "0               SmartAutomation  \n",
       "1  MedTech /BioTech /HealthTech  \n",
       "2            DisasterManagement  \n",
       "3     Transportation& Logistics  \n",
       "4     Transportation& Logistics  \n",
       "5               SmartAutomation  \n",
       "6               SmartAutomation  \n",
       "7                 Miscellaneous  "
      ]
     },
     "execution_count": 84,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d4=remove_slash_n(d4)\n",
    "d4"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 85,
   "metadata": {},
   "outputs": [],
   "source": [
    "d4.drop(columns=[0],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 86,
   "metadata": {},
   "outputs": [],
   "source": [
    "page1 = pd.read_csv('page.csv')\n",
    "d4.columns=page1.columns\n",
    "updated_page = pd.concat([page1, d4], ignore_index=True)\n",
    "updated_page.to_csv('page.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 73,
   "metadata": {},
   "outputs": [],
   "source": [
    "def remove_slash_n(data:pd.DataFrame)->pd.DataFrame:\n",
    "    data = data.replace(r'\\n', '', regex=True)\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 71,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
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       "        vertical-align: top;\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
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       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
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       "      <th>0</th>\n",
       "      <td>31</td>\n",
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       "      <td></td>\n",
       "      <td>Mi</td>\n",
       "      <td>nis</td>\n",
       "      <td>Development of a Digital\\nPlatform for multi-m...</td>\n",
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       "      <th>1</th>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
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       "      <td>None</td>\n",
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       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
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       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>32</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>None</td>\n",
       "      <td>Analytics based on Govt.\\nLand Information\\nSy...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1318</td>\n",
       "      <td>Agriculture,\\nFoodTech &amp;\\nRural\\nDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>33</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>None</td>\n",
       "      <td>Forecasting and scheduling of\\nrailway rakes.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1319</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>None</td>\n",
       "      <td>In-cab smart guidance and\\nsupport system for ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1320</td>\n",
       "      <td>Smart Vehicles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>35</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of\\nChemicals and\\nFertilizers</td>\n",
       "      <td>None</td>\n",
       "      <td>Compilation and Collection\\nof optimum Level (...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1321</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government of\\nKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>initiative.\\nDomestic Waste Management</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1322</td>\n",
       "      <td>Clean &amp; Green\\nTechnology</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>37</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government of\\nKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>Air and water quality index\\nand environment m...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1324</td>\n",
       "      <td>Agriculture,\\nFoodTech &amp;\\nRural\\nDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>38</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government of\\nKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>AI Assisted Tele-medicine\\nKIOSK for Rural India</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1325</td>\n",
       "      <td>Agriculture,\\nFoodTech &amp;\\nRural\\nDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>39</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government of\\nKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>Ideate and implement a\\nsystem to enhance the ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1326</td>\n",
       "      <td>Smart\\nEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>40</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of\\nInformation and\\nBroadcasting</td>\n",
       "      <td>None</td>\n",
       "      <td>360-degree feedback software\\nfor the Governme...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1329</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>41</td>\n",
       "      <td>10</td>\n",
       "      <td></td>\n",
       "      <td>Mi</td>\n",
       "      <td>nis</td>\n",
       "      <td>Text to Video of various PIB\\nPress Releases u...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1330</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     0     1     2                                           3     4  \\\n",
       "0   31                                                      Mi   nis   \n",
       "1       None  None                                        None  None   \n",
       "2   32  None  None                            Ministry of coal  None   \n",
       "3   33  None  None                            Ministry of coal  None   \n",
       "4   34  None  None                            Ministry of coal  None   \n",
       "5   35  None  None     Ministry of\\nChemicals and\\nFertilizers  None   \n",
       "6   36  None  None                       Government of\\nKerala  None   \n",
       "7   37  None  None                       Government of\\nKerala  None   \n",
       "8   38  None  None                       Government of\\nKerala  None   \n",
       "9   39  None  None                       Government of\\nKerala  None   \n",
       "10  40  None  None  Ministry of\\nInformation and\\nBroadcasting  None   \n",
       "11  41    10                                                Mi   nis   \n",
       "12      None  None                                        None  None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a Digital\\nPlatform for multi-m...  Software  SIH1317   \n",
       "1                                                None      None     None   \n",
       "2   Analytics based on Govt.\\nLand Information\\nSy...  Software  SIH1318   \n",
       "3       Forecasting and scheduling of\\nrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance and\\nsupport system for ...  Software  SIH1320   \n",
       "5   Compilation and Collection\\nof optimum Level (...  Software  SIH1321   \n",
       "6              initiative.\\nDomestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality index\\nand environment m...  Software  SIH1324   \n",
       "8    AI Assisted Tele-medicine\\nKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement a\\nsystem to enhance the ...  Software  SIH1326   \n",
       "10  360-degree feedback software\\nfor the Governme...  Software  SIH1329   \n",
       "11  Text to Video of various PIB\\nPress Releases u...  Software  SIH1330   \n",
       "12                                               None      None     None   \n",
       "\n",
       "                                               8  \n",
       "0                              Smart\\nAutomation  \n",
       "1                                           None  \n",
       "2   Agriculture,\\nFoodTech &\\nRural\\nDevelopment  \n",
       "3                              Smart\\nAutomation  \n",
       "4                                 Smart Vehicles  \n",
       "5                              Smart\\nAutomation  \n",
       "6                      Clean & Green\\nTechnology  \n",
       "7   Agriculture,\\nFoodTech &\\nRural\\nDevelopment  \n",
       "8   Agriculture,\\nFoodTech &\\nRural\\nDevelopment  \n",
       "9                               Smart\\nEducation  \n",
       "10                             Smart\\nAutomation  \n",
       "11                             Smart\\nAutomation  \n",
       "12                                          None  "
      ]
     },
     "execution_count": 71,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d3=create_dataframe_from_list(tables[3])\n",
    "d3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 74,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>31</td>\n",
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       "      <td>32</td>\n",
       "      <td>None</td>\n",
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       "      <td>Ministry of coal</td>\n",
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       "      <td>Analytics based on Govt.Land InformationSystem...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1318</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
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       "      <th>3</th>\n",
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       "      <td>Ministry of coal</td>\n",
       "      <td>None</td>\n",
       "      <td>Forecasting and scheduling ofrailway rakes.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1319</td>\n",
       "      <td>SmartAutomation</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>34</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of coal</td>\n",
       "      <td>None</td>\n",
       "      <td>In-cab smart guidance andsupport system for Dr...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1320</td>\n",
       "      <td>Smart Vehicles</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>35</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofChemicals andFertilizers</td>\n",
       "      <td>None</td>\n",
       "      <td>Compilation and Collectionof optimum Level (va...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1321</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>36</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>initiative.Domestic Waste Management</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1322</td>\n",
       "      <td>Clean &amp; GreenTechnology</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>37</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>Air and water quality indexand environment mon...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1324</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>38</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>AI Assisted Tele-medicineKIOSK for Rural India</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1325</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>39</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>None</td>\n",
       "      <td>Ideate and implement asystem to enhance the qu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1326</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>40</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofInformation andBroadcasting</td>\n",
       "      <td>None</td>\n",
       "      <td>360-degree feedback softwarefor the Government...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1329</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>41</td>\n",
       "      <td>10</td>\n",
       "      <td></td>\n",
       "      <td>Mi</td>\n",
       "      <td>nis</td>\n",
       "      <td>Text to Video of various PIBPress Releases usi...</td>\n",
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       "      <td>SIH1330</td>\n",
       "      <td>SmartAutomation</td>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     0     1     2                                       3     4  \\\n",
       "0   31                                                  Mi   nis   \n",
       "1       None  None                                    None  None   \n",
       "2   32  None  None                        Ministry of coal  None   \n",
       "3   33  None  None                        Ministry of coal  None   \n",
       "4   34  None  None                        Ministry of coal  None   \n",
       "5   35  None  None     Ministry ofChemicals andFertilizers  None   \n",
       "6   36  None  None                     Government ofKerala  None   \n",
       "7   37  None  None                     Government ofKerala  None   \n",
       "8   38  None  None                     Government ofKerala  None   \n",
       "9   39  None  None                     Government ofKerala  None   \n",
       "10  40  None  None  Ministry ofInformation andBroadcasting  None   \n",
       "11  41    10                                            Mi   nis   \n",
       "12      None  None                                    None  None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a DigitalPlatform for multi-mod...  Software  SIH1317   \n",
       "1                                                None      None     None   \n",
       "2   Analytics based on Govt.Land InformationSystem...  Software  SIH1318   \n",
       "3         Forecasting and scheduling ofrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance andsupport system for Dr...  Software  SIH1320   \n",
       "5   Compilation and Collectionof optimum Level (va...  Software  SIH1321   \n",
       "6                initiative.Domestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality indexand environment mon...  Software  SIH1324   \n",
       "8      AI Assisted Tele-medicineKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement asystem to enhance the qu...  Software  SIH1326   \n",
       "10  360-degree feedback softwarefor the Government...  Software  SIH1329   \n",
       "11  Text to Video of various PIBPress Releases usi...  Software  SIH1330   \n",
       "12                                               None      None     None   \n",
       "\n",
       "                                         8  \n",
       "0                          SmartAutomation  \n",
       "1                                     None  \n",
       "2   Agriculture,FoodTech &RuralDevelopment  \n",
       "3                          SmartAutomation  \n",
       "4                           Smart Vehicles  \n",
       "5                          SmartAutomation  \n",
       "6                  Clean & GreenTechnology  \n",
       "7   Agriculture,FoodTech &RuralDevelopment  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "10                         SmartAutomation  \n",
       "11                         SmartAutomation  \n",
       "12                                    None  "
      ]
     },
     "execution_count": 74,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d3=remove_slash_n(d3)\n",
    "d3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [],
   "source": [
    "d3.drop(columns=[4],inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 80,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>4</th>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Government ofKerala</td>\n",
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       "      <td>SIH1322</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>Air and water quality indexand environment mon...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1324</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>AI Assisted Tele-medicineKIOSK for Rural India</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1325</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>Ideate and implement asystem to enhance the qu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1326</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry ofInformation andBroadcasting</td>\n",
       "      <td>360-degree feedback softwarefor the Government...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1329</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
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       "      <td>Text to Video of various PIBPress Releases usi...</td>\n",
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       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         3  \\\n",
       "0                                       Mi   \n",
       "1                                     None   \n",
       "2                         Ministry of coal   \n",
       "3                         Ministry of coal   \n",
       "4                         Ministry of coal   \n",
       "5      Ministry ofChemicals andFertilizers   \n",
       "6                      Government ofKerala   \n",
       "7                      Government ofKerala   \n",
       "8                      Government ofKerala   \n",
       "9                      Government ofKerala   \n",
       "10  Ministry ofInformation andBroadcasting   \n",
       "11                                      Mi   \n",
       "12                                    None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a DigitalPlatform for multi-mod...  Software  SIH1317   \n",
       "1                                                None      None     None   \n",
       "2   Analytics based on Govt.Land InformationSystem...  Software  SIH1318   \n",
       "3         Forecasting and scheduling ofrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance andsupport system for Dr...  Software  SIH1320   \n",
       "5   Compilation and Collectionof optimum Level (va...  Software  SIH1321   \n",
       "6                initiative.Domestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality indexand environment mon...  Software  SIH1324   \n",
       "8      AI Assisted Tele-medicineKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement asystem to enhance the qu...  Software  SIH1326   \n",
       "10  360-degree feedback softwarefor the Government...  Software  SIH1329   \n",
       "11  Text to Video of various PIBPress Releases usi...  Software  SIH1330   \n",
       "12                                               None      None     None   \n",
       "\n",
       "                                         8  \n",
       "0                          SmartAutomation  \n",
       "1                                     None  \n",
       "2   Agriculture,FoodTech &RuralDevelopment  \n",
       "3                          SmartAutomation  \n",
       "4                           Smart Vehicles  \n",
       "5                          SmartAutomation  \n",
       "6                  Clean & GreenTechnology  \n",
       "7   Agriculture,FoodTech &RuralDevelopment  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "10                         SmartAutomation  \n",
       "11                         SmartAutomation  \n",
       "12                                    None  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(d3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 81,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <td>Ministry of coal</td>\n",
       "      <td>In-cab smart guidance andsupport system for Dr...</td>\n",
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       "      <td>SIH1320</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry ofChemicals andFertilizers</td>\n",
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       "      <th>6</th>\n",
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       "      <th>7</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>Air and water quality indexand environment mon...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1324</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>AI Assisted Tele-medicineKIOSK for Rural India</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1325</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
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       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>Ideate and implement asystem to enhance the qu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1326</td>\n",
       "      <td>SmartEducation</td>\n",
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       "      <td>Ministry ofInformation andBroadcasting</td>\n",
       "      <td>360-degree feedback softwarefor the Government...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1329</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
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       "      <td>Text to Video of various PIBPress Releases usi...</td>\n",
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       "      <td>SIH1330</td>\n",
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       "                                         3  \\\n",
       "0                                       Mi   \n",
       "2                         Ministry of coal   \n",
       "3                         Ministry of coal   \n",
       "4                         Ministry of coal   \n",
       "5      Ministry ofChemicals andFertilizers   \n",
       "6                      Government ofKerala   \n",
       "7                      Government ofKerala   \n",
       "8                      Government ofKerala   \n",
       "9                      Government ofKerala   \n",
       "10  Ministry ofInformation andBroadcasting   \n",
       "11                                      Mi   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a DigitalPlatform for multi-mod...  Software  SIH1317   \n",
       "2   Analytics based on Govt.Land InformationSystem...  Software  SIH1318   \n",
       "3         Forecasting and scheduling ofrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance andsupport system for Dr...  Software  SIH1320   \n",
       "5   Compilation and Collectionof optimum Level (va...  Software  SIH1321   \n",
       "6                initiative.Domestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality indexand environment mon...  Software  SIH1324   \n",
       "8      AI Assisted Tele-medicineKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement asystem to enhance the qu...  Software  SIH1326   \n",
       "10  360-degree feedback softwarefor the Government...  Software  SIH1329   \n",
       "11  Text to Video of various PIBPress Releases usi...  Software  SIH1330   \n",
       "\n",
       "                                         8  \n",
       "0                          SmartAutomation  \n",
       "2   Agriculture,FoodTech &RuralDevelopment  \n",
       "3                          SmartAutomation  \n",
       "4                           Smart Vehicles  \n",
       "5                          SmartAutomation  \n",
       "6                  Clean & GreenTechnology  \n",
       "7   Agriculture,FoodTech &RuralDevelopment  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "10                         SmartAutomation  \n",
       "11                         SmartAutomation  "
      ]
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     "execution_count": 81,
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       "      <td>SIH1321</td>\n",
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       "      <th>6</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>initiative.Domestic Waste Management</td>\n",
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       "      <td>SIH1322</td>\n",
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       "      <td>Government ofKerala</td>\n",
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       "      <th>8</th>\n",
       "      <td>Government ofKerala</td>\n",
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       "      <td>Software</td>\n",
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       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Government ofKerala</td>\n",
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       "      <td>SmartEducation</td>\n",
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       "      <th>10</th>\n",
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       "      <td>SmartAutomation</td>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
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      "text/plain": [
       "                                         3  \\\n",
       "0                                       Mi   \n",
       "1                                     None   \n",
       "2                         Ministry of coal   \n",
       "3                         Ministry of coal   \n",
       "4                         Ministry of coal   \n",
       "5      Ministry ofChemicals andFertilizers   \n",
       "6                      Government ofKerala   \n",
       "7                      Government ofKerala   \n",
       "8                      Government ofKerala   \n",
       "9                      Government ofKerala   \n",
       "10  Ministry ofInformation andBroadcasting   \n",
       "11                                      Mi   \n",
       "12                                    None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a DigitalPlatform for multi-mod...  Software  SIH1317   \n",
       "1                                                None      None     None   \n",
       "2   Analytics based on Govt.Land InformationSystem...  Software  SIH1318   \n",
       "3         Forecasting and scheduling ofrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance andsupport system for Dr...  Software  SIH1320   \n",
       "5   Compilation and Collectionof optimum Level (va...  Software  SIH1321   \n",
       "6                initiative.Domestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality indexand environment mon...  Software  SIH1324   \n",
       "8      AI Assisted Tele-medicineKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement asystem to enhance the qu...  Software  SIH1326   \n",
       "10  360-degree feedback softwarefor the Government...  Software  SIH1329   \n",
       "11  Text to Video of various PIBPress Releases usi...  Software  SIH1330   \n",
       "12                                               None      None     None   \n",
       "\n",
       "                                         8  \n",
       "0                          SmartAutomation  \n",
       "1                                     None  \n",
       "2   Agriculture,FoodTech &RuralDevelopment  \n",
       "3                          SmartAutomation  \n",
       "4                           Smart Vehicles  \n",
       "5                          SmartAutomation  \n",
       "6                  Clean & GreenTechnology  \n",
       "7   Agriculture,FoodTech &RuralDevelopment  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "10                         SmartAutomation  \n",
       "11                         SmartAutomation  \n",
       "12                                    None  "
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     "execution_count": 87,
     "metadata": {},
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    "d3"
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  {
   "cell_type": "code",
   "execution_count": 88,
   "metadata": {},
   "outputs": [],
   "source": [
    "d3.iloc[0]=d3.iloc[0].replace('Mi','Ministry of coal')"
   ]
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  {
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   "execution_count": 90,
   "metadata": {},
   "outputs": [],
   "source": [
    "d3.dropna(inplace=True)"
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   "execution_count": 91,
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    {
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       "      <td>Software</td>\n",
       "      <td>SIH1329</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Mi</td>\n",
       "      <td>Text to Video of various PIBPress Releases usi...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1330</td>\n",
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      "text/plain": [
       "                                         3  \\\n",
       "0                         Ministry of coal   \n",
       "2                         Ministry of coal   \n",
       "3                         Ministry of coal   \n",
       "4                         Ministry of coal   \n",
       "5      Ministry ofChemicals andFertilizers   \n",
       "6                      Government ofKerala   \n",
       "7                      Government ofKerala   \n",
       "8                      Government ofKerala   \n",
       "9                      Government ofKerala   \n",
       "10  Ministry ofInformation andBroadcasting   \n",
       "11                                      Mi   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a DigitalPlatform for multi-mod...  Software  SIH1317   \n",
       "2   Analytics based on Govt.Land InformationSystem...  Software  SIH1318   \n",
       "3         Forecasting and scheduling ofrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance andsupport system for Dr...  Software  SIH1320   \n",
       "5   Compilation and Collectionof optimum Level (va...  Software  SIH1321   \n",
       "6                initiative.Domestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality indexand environment mon...  Software  SIH1324   \n",
       "8      AI Assisted Tele-medicineKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement asystem to enhance the qu...  Software  SIH1326   \n",
       "10  360-degree feedback softwarefor the Government...  Software  SIH1329   \n",
       "11  Text to Video of various PIBPress Releases usi...  Software  SIH1330   \n",
       "\n",
       "                                         8  \n",
       "0                          SmartAutomation  \n",
       "2   Agriculture,FoodTech &RuralDevelopment  \n",
       "3                          SmartAutomation  \n",
       "4                           Smart Vehicles  \n",
       "5                          SmartAutomation  \n",
       "6                  Clean & GreenTechnology  \n",
       "7   Agriculture,FoodTech &RuralDevelopment  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "10                         SmartAutomation  \n",
       "11                         SmartAutomation  "
      ]
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     "execution_count": 91,
     "metadata": {},
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    "d3"
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  {
   "cell_type": "code",
   "execution_count": 104,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Ministry ofInformation andBroadcasting'"
      ]
     },
     "execution_count": 104,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "value = d3.iloc[9, 0]\n",
    "value"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 106,
   "metadata": {},
   "outputs": [],
   "source": [
    "d3.iloc[10]=d3.iloc[10].replace('Mi',d3.iloc[9, 0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 107,
   "metadata": {},
   "outputs": [
    {
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       "      <th>8</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>AI Assisted Tele-medicineKIOSK for Rural India</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1325</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Government ofKerala</td>\n",
       "      <td>Ideate and implement asystem to enhance the qu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1326</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry ofInformation andBroadcasting</td>\n",
       "      <td>360-degree feedback softwarefor the Government...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1329</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry ofInformation andBroadcasting</td>\n",
       "      <td>Text to Video of various PIBPress Releases usi...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1330</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                         3  \\\n",
       "0                         Ministry of coal   \n",
       "2                         Ministry of coal   \n",
       "3                         Ministry of coal   \n",
       "4                         Ministry of coal   \n",
       "5      Ministry ofChemicals andFertilizers   \n",
       "6                      Government ofKerala   \n",
       "7                      Government ofKerala   \n",
       "8                      Government ofKerala   \n",
       "9                      Government ofKerala   \n",
       "10  Ministry ofInformation andBroadcasting   \n",
       "11  Ministry ofInformation andBroadcasting   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Development of a DigitalPlatform for multi-mod...  Software  SIH1317   \n",
       "2   Analytics based on Govt.Land InformationSystem...  Software  SIH1318   \n",
       "3         Forecasting and scheduling ofrailway rakes.  Software  SIH1319   \n",
       "4   In-cab smart guidance andsupport system for Dr...  Software  SIH1320   \n",
       "5   Compilation and Collectionof optimum Level (va...  Software  SIH1321   \n",
       "6                initiative.Domestic Waste Management  Software  SIH1322   \n",
       "7   Air and water quality indexand environment mon...  Software  SIH1324   \n",
       "8      AI Assisted Tele-medicineKIOSK for Rural India  Software  SIH1325   \n",
       "9   Ideate and implement asystem to enhance the qu...  Software  SIH1326   \n",
       "10  360-degree feedback softwarefor the Government...  Software  SIH1329   \n",
       "11  Text to Video of various PIBPress Releases usi...  Software  SIH1330   \n",
       "\n",
       "                                         8  \n",
       "0                          SmartAutomation  \n",
       "2   Agriculture,FoodTech &RuralDevelopment  \n",
       "3                          SmartAutomation  \n",
       "4                           Smart Vehicles  \n",
       "5                          SmartAutomation  \n",
       "6                  Clean & GreenTechnology  \n",
       "7   Agriculture,FoodTech &RuralDevelopment  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "10                         SmartAutomation  \n",
       "11                         SmartAutomation  "
      ]
     },
     "execution_count": 107,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "d3"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "So now the value has also been replaced, lets move further"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 108,
   "metadata": {},
   "outputs": [],
   "source": [
    "def update_and_return(data:pd.DataFrame):\n",
    "    page1 = pd.read_csv('page.csv')\n",
    "    data.columns=page1.columns\n",
    "    updated_page = pd.concat([page1, data], ignore_index=True)\n",
    "    updated_page.to_csv('page.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 109,
   "metadata": {},
   "outputs": [],
   "source": [
    "update_and_return(d3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 118,
   "metadata": {},
   "outputs": [],
   "source": [
    "def drop_required_cols(data:pd.DataFrame)->pd.DataFrame:\n",
    "    data=data.drop(columns=[0,1,2,4])\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 119,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1=create_dataframe_from_list(tables[4])\n",
    "ok1=drop_required_cols(ok1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 121,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <th>3</th>\n",
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       "      <th>8</th>\n",
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       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Ministry of\\nInformation and\\nBroadcasting</td>\n",
       "      <td>A complete Digital Marketing\\nsolution for vis...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1331</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Rashtriya Ispat\\nNigam Limited,\\nVisakhapatnam...</td>\n",
       "      <td>Hot metal, Steel Ladle, and\\nScrap pot Trackin...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1332</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ministry of Social\\nJustice and\\nEmpowerment</td>\n",
       "      <td>Udyog Saarthi App -\\n(Progressive Web-based\\nA...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1333</td>\n",
       "      <td>Smart\\nAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Ministry of Social\\nJustice and\\nEmpowerment</td>\n",
       "      <td>Software for intervention of\\nspeech sound dis...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1334</td>\n",
       "      <td>Smart\\nEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry of Mines</td>\n",
       "      <td>Unpredictable failure of poly\\npulleys along c...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1338</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry of Mines</td>\n",
       "      <td>Automation of drill core rock\\nsample litholog...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1339</td>\n",
       "      <td>Transportation\\n&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Application for Assessment of\\nQuality of Text...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1340</td>\n",
       "      <td>Smart\\nEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>PG dissertation Management\\nSystem Description.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1341</td>\n",
       "      <td>Smart\\nEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Development of a prototype\\ninstrument (sensor...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1342</td>\n",
       "      <td>MedTech /\\nBioTech /\\nHealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Mi</td>\n",
       "      <td>Identification of Different\\nMedicinal Plants/...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1343</td>\n",
       "      <td>MedTech /\\nBioTech /\\nHealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    3  \\\n",
       "0          Ministry of\\nInformation and\\nBroadcasting   \n",
       "1   Rashtriya Ispat\\nNigam Limited,\\nVisakhapatnam...   \n",
       "2        Ministry of Social\\nJustice and\\nEmpowerment   \n",
       "3        Ministry of Social\\nJustice and\\nEmpowerment   \n",
       "4                                   Ministry of Mines   \n",
       "5                                   Ministry of Mines   \n",
       "6                                   Ministry of AYUSH   \n",
       "7                                   Ministry of AYUSH   \n",
       "8                                   Ministry of AYUSH   \n",
       "9                                                  Mi   \n",
       "10                                               None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   A complete Digital Marketing\\nsolution for vis...  Software  SIH1331   \n",
       "1   Hot metal, Steel Ladle, and\\nScrap pot Trackin...  Software  SIH1332   \n",
       "2   Udyog Saarthi App -\\n(Progressive Web-based\\nA...  Software  SIH1333   \n",
       "3   Software for intervention of\\nspeech sound dis...  Software  SIH1334   \n",
       "4   Unpredictable failure of poly\\npulleys along c...  Software  SIH1338   \n",
       "5   Automation of drill core rock\\nsample litholog...  Software  SIH1339   \n",
       "6   Application for Assessment of\\nQuality of Text...  Software  SIH1340   \n",
       "7     PG dissertation Management\\nSystem Description.  Software  SIH1341   \n",
       "8   Development of a prototype\\ninstrument (sensor...  Software  SIH1342   \n",
       "9   Identification of Different\\nMedicinal Plants/...  Software  SIH1343   \n",
       "10                                               None      None     None   \n",
       "\n",
       "                                   8  \n",
       "0                      Miscellaneous  \n",
       "1        Transportation\\n& Logistics  \n",
       "2                  Smart\\nAutomation  \n",
       "3                   Smart\\nEducation  \n",
       "4        Transportation\\n& Logistics  \n",
       "5        Transportation\\n& Logistics  \n",
       "6                   Smart\\nEducation  \n",
       "7                   Smart\\nEducation  \n",
       "8   MedTech /\\nBioTech /\\nHealthTech  \n",
       "9   MedTech /\\nBioTech /\\nHealthTech  \n",
       "10                              None  "
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(ok1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 122,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1=remove_slash_n(ok1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 123,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
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       "      <th>0</th>\n",
       "      <td>Ministry ofInformation andBroadcasting</td>\n",
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       "      <td>Software</td>\n",
       "      <td>SIH1331</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Rashtriya IspatNigam Limited,VisakhapatnamStee...</td>\n",
       "      <td>Hot metal, Steel Ladle, andScrap pot Tracking ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1332</td>\n",
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>Udyog Saarthi App -(Progressive Web-basedAppli...</td>\n",
       "      <td>Software</td>\n",
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       "      <td>SmartAutomation</td>\n",
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       "      <th>3</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>Software for intervention ofspeech sound disor...</td>\n",
       "      <td>Software</td>\n",
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       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry of Mines</td>\n",
       "      <td>Unpredictable failure of polypulleys along cab...</td>\n",
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       "      <td>SIH1338</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry of Mines</td>\n",
       "      <td>Automation of drill core rocksample lithology ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1339</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Application for Assessment ofQuality of Textbo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1340</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>PG dissertation ManagementSystem Description.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1341</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Development of a prototypeinstrument (sensor b...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1342</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Mi</td>\n",
       "      <td>Identification of DifferentMedicinal Plants/Ra...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1343</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                    3  \\\n",
       "0              Ministry ofInformation andBroadcasting   \n",
       "1   Rashtriya IspatNigam Limited,VisakhapatnamStee...   \n",
       "2            Ministry of SocialJustice andEmpowerment   \n",
       "3            Ministry of SocialJustice andEmpowerment   \n",
       "4                                   Ministry of Mines   \n",
       "5                                   Ministry of Mines   \n",
       "6                                   Ministry of AYUSH   \n",
       "7                                   Ministry of AYUSH   \n",
       "8                                   Ministry of AYUSH   \n",
       "9                                                  Mi   \n",
       "10                                               None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   A complete Digital Marketingsolution for visib...  Software  SIH1331   \n",
       "1   Hot metal, Steel Ladle, andScrap pot Tracking ...  Software  SIH1332   \n",
       "2   Udyog Saarthi App -(Progressive Web-basedAppli...  Software  SIH1333   \n",
       "3   Software for intervention ofspeech sound disor...  Software  SIH1334   \n",
       "4   Unpredictable failure of polypulleys along cab...  Software  SIH1338   \n",
       "5   Automation of drill core rocksample lithology ...  Software  SIH1339   \n",
       "6   Application for Assessment ofQuality of Textbo...  Software  SIH1340   \n",
       "7       PG dissertation ManagementSystem Description.  Software  SIH1341   \n",
       "8   Development of a prototypeinstrument (sensor b...  Software  SIH1342   \n",
       "9   Identification of DifferentMedicinal Plants/Ra...  Software  SIH1343   \n",
       "10                                               None      None     None   \n",
       "\n",
       "                               8  \n",
       "0                  Miscellaneous  \n",
       "1      Transportation& Logistics  \n",
       "2                SmartAutomation  \n",
       "3                 SmartEducation  \n",
       "4      Transportation& Logistics  \n",
       "5      Transportation& Logistics  \n",
       "6                 SmartEducation  \n",
       "7                 SmartEducation  \n",
       "8   MedTech /BioTech /HealthTech  \n",
       "9   MedTech /BioTech /HealthTech  \n",
       "10                          None  "
      ]
     },
     "execution_count": 123,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 124,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1.dropna(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 130,
   "metadata": {},
   "outputs": [],
   "source": [
    "def replacement(data:pd.DataFrame,index_to_replace,value_to_replace,what_to_replace):\n",
    "    data.iloc[index_to_replace]=data.iloc[index_to_replace].replace(value_to_replace,what_to_replace)\n",
    "    return data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 133,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1=replacement(ok1,index_to_replace=9,value_to_replace=\"Mi\",what_to_replace=ok1.iloc[8,0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 134,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>2</th>\n",
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       "      <td>Software</td>\n",
       "      <td>SIH1334</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry of Mines</td>\n",
       "      <td>Unpredictable failure of polypulleys along cab...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1338</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry of Mines</td>\n",
       "      <td>Automation of drill core rocksample lithology ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1339</td>\n",
       "      <td>Transportation&amp; Logistics</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Application for Assessment ofQuality of Textbo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1340</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>PG dissertation ManagementSystem Description.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1341</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Development of a prototypeinstrument (sensor b...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1342</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>Identification of DifferentMedicinal Plants/Ra...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1343</td>\n",
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       "    </tr>\n",
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      "text/plain": [
       "                                                   3  \\\n",
       "0             Ministry ofInformation andBroadcasting   \n",
       "1  Rashtriya IspatNigam Limited,VisakhapatnamStee...   \n",
       "2           Ministry of SocialJustice andEmpowerment   \n",
       "3           Ministry of SocialJustice andEmpowerment   \n",
       "4                                  Ministry of Mines   \n",
       "5                                  Ministry of Mines   \n",
       "6                                  Ministry of AYUSH   \n",
       "7                                  Ministry of AYUSH   \n",
       "8                                  Ministry of AYUSH   \n",
       "9                                  Ministry of AYUSH   \n",
       "\n",
       "                                                   5         6        7  \\\n",
       "0  A complete Digital Marketingsolution for visib...  Software  SIH1331   \n",
       "1  Hot metal, Steel Ladle, andScrap pot Tracking ...  Software  SIH1332   \n",
       "2  Udyog Saarthi App -(Progressive Web-basedAppli...  Software  SIH1333   \n",
       "3  Software for intervention ofspeech sound disor...  Software  SIH1334   \n",
       "4  Unpredictable failure of polypulleys along cab...  Software  SIH1338   \n",
       "5  Automation of drill core rocksample lithology ...  Software  SIH1339   \n",
       "6  Application for Assessment ofQuality of Textbo...  Software  SIH1340   \n",
       "7      PG dissertation ManagementSystem Description.  Software  SIH1341   \n",
       "8  Development of a prototypeinstrument (sensor b...  Software  SIH1342   \n",
       "9  Identification of DifferentMedicinal Plants/Ra...  Software  SIH1343   \n",
       "\n",
       "                              8  \n",
       "0                 Miscellaneous  \n",
       "1     Transportation& Logistics  \n",
       "2               SmartAutomation  \n",
       "3                SmartEducation  \n",
       "4     Transportation& Logistics  \n",
       "5     Transportation& Logistics  \n",
       "6                SmartEducation  \n",
       "7                SmartEducation  \n",
       "8  MedTech /BioTech /HealthTech  \n",
       "9  MedTech /BioTech /HealthTech  "
      ]
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     "execution_count": 134,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "ok1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 135,
   "metadata": {},
   "outputs": [],
   "source": [
    "update_and_return(ok1)"
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  },
  {
   "cell_type": "code",
   "execution_count": 138,
   "metadata": {},
   "outputs": [
    {
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       "     0     1     2                                 3     4  \\\n",
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       "1   53  None  None                 Ministry of AYUSH  None   \n",
       "2   54  None  None                 Ministry of AYUSH  None   \n",
       "3   55  None  None                 Ministry of AYUSH  None   \n",
       "4   56  None  None              Ministry of Railways  None   \n",
       "5   57  None  None              Ministry of Railways  None   \n",
       "6   58  None  None  Government of\\nJammu and Kashmir  None   \n",
       "7   59  None  None  Government of\\nJammu and Kashmir  None   \n",
       "8   60  None  None  Government of\\nJammu and Kashmir  None   \n",
       "9   61                                            Go    ve   \n",
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       "\n",
       "                                               8  \n",
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     "execution_count": 138,
     "metadata": {},
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   "source": [
    "ok1=create_dataframe_from_list(tables[5])\n",
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  {
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   "execution_count": 139,
   "metadata": {},
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    "ok1=drop_required_cols(ok1)"
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   "cell_type": "code",
   "execution_count": 140,
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       "                                   3  \\\n",
       "0                  Ministry of AYUSH   \n",
       "1                  Ministry of AYUSH   \n",
       "2                  Ministry of AYUSH   \n",
       "3                  Ministry of AYUSH   \n",
       "4               Ministry of Railways   \n",
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       "7   Government of\\nJammu and Kashmir   \n",
       "8   Government of\\nJammu and Kashmir   \n",
       "9                                 Go   \n",
       "10                              None   \n",
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       "\n",
       "                                                    5         6        7  \\\n",
       "0   Al-based tool for preliminary\\ndiagnosis of De...  Software  SIH1344   \n",
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       "3   A software that suggests\\ndrugs and formulatio...  Software  SIH1347   \n",
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       "5   Using existing CCTV\\nnetwork for crowd\\nmanage...  Software  SIH1349   \n",
       "6   Artificial Intelligence Driven\\nDigitization o...  Software  SIH1350   \n",
       "7   Digital Generator Monitoring\\nDiesel generator...  Software  SIH1351   \n",
       "8   Traditional agriculture\\npractices lack real-t...  Software  SIH1352   \n",
       "9   Using technology to develop a\\nmoving/mobile e...  Software  SIH1354   \n",
       "10                                               None      None     None   \n",
       "11  Developing solutions to\\neffective market link...  Software  SIH1355   \n",
       "\n",
       "                                               8  \n",
       "0               MedTech /\\nBioTech /\\nHealthTech  \n",
       "1               MedTech /\\nBioTech /\\nHealthTech  \n",
       "2               MedTech /\\nBioTech /\\nHealthTech  \n",
       "3               MedTech /\\nBioTech /\\nHealthTech  \n",
       "4                              Smart\\nAutomation  \n",
       "5                              Smart\\nAutomation  \n",
       "6                              Smart\\nAutomation  \n",
       "7                              Smart\\nAutomation  \n",
       "8   Agriculture,\\nFoodTech &\\nRural\\nDevelopment  \n",
       "9                               Smart\\nEducation  \n",
       "10                                          None  \n",
       "11                           Heritage &\\nCulture  "
      ]
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     "execution_count": 140,
     "metadata": {},
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   "cell_type": "code",
   "execution_count": 142,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1.dropna(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 145,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1=remove_slash_n(ok1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <th>0</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
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       "      <td>SIH1346</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Ministry of AYUSH</td>\n",
       "      <td>A software that suggestsdrugs and formulations...</td>\n",
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       "      <td>SIH1347</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry of Railways</td>\n",
       "      <td>Natural language translationengine for announc...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1348</td>\n",
       "      <td>SmartAutomation</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry of Railways</td>\n",
       "      <td>Using existing CCTVnetwork for crowdmanagement...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1349</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Government ofJammu and Kashmir</td>\n",
       "      <td>Artificial Intelligence DrivenDigitization of ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1350</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Government ofJammu and Kashmir</td>\n",
       "      <td>Digital Generator MonitoringDiesel generators ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1351</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Government ofJammu and Kashmir</td>\n",
       "      <td>Traditional agriculturepractices lack real-tim...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1352</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Go</td>\n",
       "      <td>Using technology to develop amoving/mobile edu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1354</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Government ofJammu and Kashmir</td>\n",
       "      <td>Developing solutions toeffective market linkag...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1355</td>\n",
       "      <td>Heritage &amp;Culture</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                 3  \\\n",
       "0                Ministry of AYUSH   \n",
       "1                Ministry of AYUSH   \n",
       "2                Ministry of AYUSH   \n",
       "3                Ministry of AYUSH   \n",
       "4             Ministry of Railways   \n",
       "5             Ministry of Railways   \n",
       "6   Government ofJammu and Kashmir   \n",
       "7   Government ofJammu and Kashmir   \n",
       "8   Government ofJammu and Kashmir   \n",
       "9                               Go   \n",
       "11  Government ofJammu and Kashmir   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Al-based tool for preliminarydiagnosis of Derm...  Software  SIH1344   \n",
       "1                                Startup-AYUSH Portal  Software  SIH1345   \n",
       "2     Chatbot to Known IndividualPrakriti (Phenotype)  Software  SIH1346   \n",
       "3   A software that suggestsdrugs and formulations...  Software  SIH1347   \n",
       "4   Natural language translationengine for announc...  Software  SIH1348   \n",
       "5   Using existing CCTVnetwork for crowdmanagement...  Software  SIH1349   \n",
       "6   Artificial Intelligence DrivenDigitization of ...  Software  SIH1350   \n",
       "7   Digital Generator MonitoringDiesel generators ...  Software  SIH1351   \n",
       "8   Traditional agriculturepractices lack real-tim...  Software  SIH1352   \n",
       "9   Using technology to develop amoving/mobile edu...  Software  SIH1354   \n",
       "11  Developing solutions toeffective market linkag...  Software  SIH1355   \n",
       "\n",
       "                                         8  \n",
       "0             MedTech /BioTech /HealthTech  \n",
       "1             MedTech /BioTech /HealthTech  \n",
       "2             MedTech /BioTech /HealthTech  \n",
       "3             MedTech /BioTech /HealthTech  \n",
       "4                          SmartAutomation  \n",
       "5                          SmartAutomation  \n",
       "6                          SmartAutomation  \n",
       "7                          SmartAutomation  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "11                       Heritage &Culture  "
      ]
     },
     "execution_count": 148,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 146,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3                                                   Go\n",
       "5    Using technology to develop amoving/mobile edu...\n",
       "6                                             Software\n",
       "7                                              SIH1354\n",
       "8                                       SmartEducation\n",
       "Name: 9, dtype: object"
      ]
     },
     "execution_count": 146,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok1.iloc[9]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Government ofJammu and Kashmir'"
      ]
     },
     "execution_count": 147,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok1.iloc[10,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 153,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3                                                   Go\n",
       "5    Using technology to develop amoving/mobile edu...\n",
       "6                                             Software\n",
       "7                                              SIH1354\n",
       "8                                       SmartEducation\n",
       "Name: 9, dtype: object"
      ]
     },
     "execution_count": 153,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok1.iloc[9]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1=replacement(ok1,index_to_replace=9,value_to_replace=\"Mi\",what_to_replace=ok1.iloc[8,0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 156,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok1=replacement(ok1,index_to_replace=9,what_to_replace=ok1.iloc[10,0],value_to_replace=\"Go\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 157,
   "metadata": {},
   "outputs": [
    {
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       "      <th>9</th>\n",
       "      <td>Government ofJammu and Kashmir</td>\n",
       "      <td>Using technology to develop amoving/mobile edu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1354</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Government ofJammu and Kashmir</td>\n",
       "      <td>Developing solutions toeffective market linkag...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1355</td>\n",
       "      <td>Heritage &amp;Culture</td>\n",
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       "</div>"
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      "text/plain": [
       "                                 3  \\\n",
       "0                Ministry of AYUSH   \n",
       "1                Ministry of AYUSH   \n",
       "2                Ministry of AYUSH   \n",
       "3                Ministry of AYUSH   \n",
       "4             Ministry of Railways   \n",
       "5             Ministry of Railways   \n",
       "6   Government ofJammu and Kashmir   \n",
       "7   Government ofJammu and Kashmir   \n",
       "8   Government ofJammu and Kashmir   \n",
       "9   Government ofJammu and Kashmir   \n",
       "11  Government ofJammu and Kashmir   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   Al-based tool for preliminarydiagnosis of Derm...  Software  SIH1344   \n",
       "1                                Startup-AYUSH Portal  Software  SIH1345   \n",
       "2     Chatbot to Known IndividualPrakriti (Phenotype)  Software  SIH1346   \n",
       "3   A software that suggestsdrugs and formulations...  Software  SIH1347   \n",
       "4   Natural language translationengine for announc...  Software  SIH1348   \n",
       "5   Using existing CCTVnetwork for crowdmanagement...  Software  SIH1349   \n",
       "6   Artificial Intelligence DrivenDigitization of ...  Software  SIH1350   \n",
       "7   Digital Generator MonitoringDiesel generators ...  Software  SIH1351   \n",
       "8   Traditional agriculturepractices lack real-tim...  Software  SIH1352   \n",
       "9   Using technology to develop amoving/mobile edu...  Software  SIH1354   \n",
       "11  Developing solutions toeffective market linkag...  Software  SIH1355   \n",
       "\n",
       "                                         8  \n",
       "0             MedTech /BioTech /HealthTech  \n",
       "1             MedTech /BioTech /HealthTech  \n",
       "2             MedTech /BioTech /HealthTech  \n",
       "3             MedTech /BioTech /HealthTech  \n",
       "4                          SmartAutomation  \n",
       "5                          SmartAutomation  \n",
       "6                          SmartAutomation  \n",
       "7                          SmartAutomation  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                           SmartEducation  \n",
       "11                       Heritage &Culture  "
      ]
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     "execution_count": 157,
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   "source": [
    "ok1"
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  {
   "cell_type": "code",
   "execution_count": 158,
   "metadata": {},
   "outputs": [],
   "source": [
    "update_and_return(ok1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 159,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok2=create_dataframe_from_list(tables[6])\n",
    "ok2=remove_slash_n(ok2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 160,
   "metadata": {},
   "outputs": [
    {
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       "      <td>None</td>\n",
       "      <td>Sentiment analysis of SocialMedia presence</td>\n",
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       "      <td>Miscellaneous</td>\n",
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       "      <th>2</th>\n",
       "      <td>65</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>None</td>\n",
       "      <td>Image correctness for aproduct on marketplace</td>\n",
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       "      <td>Miscellaneous</td>\n",
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       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>66</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>None</td>\n",
       "      <td>Contact center knowledgemanagement tool withde...</td>\n",
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       "      <td>SIH1359</td>\n",
       "      <td>SmartAutomation</td>\n",
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       "      <th>4</th>\n",
       "      <td>67</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>None</td>\n",
       "      <td>Price comparison of GeMproducts with other e-m...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1360</td>\n",
       "      <td>SmartAutomation</td>\n",
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       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>68</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofGujarat</td>\n",
       "      <td>None</td>\n",
       "      <td>Student dropout analysis forschool education</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1362</td>\n",
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       "      <th>6</th>\n",
       "      <td>69</td>\n",
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       "      <td>None</td>\n",
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       "      <td>None</td>\n",
       "      <td>Self-identifying the mentalhealth status and g...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1363</td>\n",
       "      <td>Fitness &amp;Sports</td>\n",
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       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>70</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofGujarat</td>\n",
       "      <td>None</td>\n",
       "      <td>Fake Social Media Profiledetection and reporting</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1364</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>71</td>\n",
       "      <td></td>\n",
       "      <td></td>\n",
       "      <td>Go</td>\n",
       "      <td>ve</td>\n",
       "      <td>Online Blockchain basedcertificate generation ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1365</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>72</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>None</td>\n",
       "      <td>Centralised Nasha MuktiDatabase</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1366</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>73</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>None</td>\n",
       "      <td>To develop a technicalsolution for enablingIns...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1367</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>74</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofJharkhand</td>\n",
       "      <td>None</td>\n",
       "      <td>State.Online integrated platformfor projects t...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1369</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>75</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofJharkhand</td>\n",
       "      <td>None</td>\n",
       "      <td>Real time monitoring ofinfrastructure development</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1370</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>76</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Government ofJharkhand</td>\n",
       "      <td>None</td>\n",
       "      <td>Community Based Reportingand Monitoring Tool f...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1371</td>\n",
       "      <td>Miscellaneous</td>\n",
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      "text/plain": [
       "     0     1     2                                         3     4  \\\n",
       "0   63  None  None         Ministry ofCommerce andIndustries  None   \n",
       "1   64  None  None         Ministry ofCommerce andIndustries  None   \n",
       "2   65  None  None         Ministry ofCommerce andIndustries  None   \n",
       "3   66  None  None         Ministry ofCommerce andIndustries  None   \n",
       "4   67  None  None         Ministry ofCommerce andIndustries  None   \n",
       "5   68  None  None                      Government ofGujarat  None   \n",
       "6   69  None  None                      Government ofGujarat  None   \n",
       "7   70  None  None                      Government ofGujarat  None   \n",
       "8   71                                                    Go    ve   \n",
       "9       None  None                                      None  None   \n",
       "10  72  None  None  Ministry of SocialJustice andEmpowerment  None   \n",
       "11  73  None  None  Ministry of SocialJustice andEmpowerment  None   \n",
       "12  74  None  None                    Government ofJharkhand  None   \n",
       "13  75  None  None                    Government ofJharkhand  None   \n",
       "14  76  None  None                    Government ofJharkhand  None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0     Sentiment Analysis ofIncoming calls on helpdesk  Software  SIH1356   \n",
       "1          Sentiment analysis of SocialMedia presence  Software  SIH1357   \n",
       "2       Image correctness for aproduct on marketplace  Software  SIH1358   \n",
       "3   Contact center knowledgemanagement tool withde...  Software  SIH1359   \n",
       "4   Price comparison of GeMproducts with other e-m...  Software  SIH1360   \n",
       "5        Student dropout analysis forschool education  Software  SIH1362   \n",
       "6   Self-identifying the mentalhealth status and g...  Software  SIH1363   \n",
       "7    Fake Social Media Profiledetection and reporting  Software  SIH1364   \n",
       "8   Online Blockchain basedcertificate generation ...  Software  SIH1365   \n",
       "9                                                None      None     None   \n",
       "10                    Centralised Nasha MuktiDatabase  Software  SIH1366   \n",
       "11  To develop a technicalsolution for enablingIns...  Software  SIH1367   \n",
       "12  State.Online integrated platformfor projects t...  Software  SIH1369   \n",
       "13  Real time monitoring ofinfrastructure development  Software  SIH1370   \n",
       "14  Community Based Reportingand Monitoring Tool f...  Software  SIH1371   \n",
       "\n",
       "                            8  \n",
       "0               Miscellaneous  \n",
       "1               Miscellaneous  \n",
       "2               Miscellaneous  \n",
       "3             SmartAutomation  \n",
       "4             SmartAutomation  \n",
       "5              SmartEducation  \n",
       "6             Fitness &Sports  \n",
       "7   Blockchain &Cybersecurity  \n",
       "8   Blockchain &Cybersecurity  \n",
       "9                        None  \n",
       "10              Miscellaneous  \n",
       "11             SmartEducation  \n",
       "12             SmartEducation  \n",
       "13            SmartAutomation  \n",
       "14              Miscellaneous  "
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       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
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       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
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       "      <td>SIH1371</td>\n",
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      "text/plain": [
       "                                           3  \\\n",
       "0          Ministry ofCommerce andIndustries   \n",
       "1          Ministry ofCommerce andIndustries   \n",
       "2          Ministry ofCommerce andIndustries   \n",
       "3          Ministry ofCommerce andIndustries   \n",
       "4          Ministry ofCommerce andIndustries   \n",
       "5                       Government ofGujarat   \n",
       "6                       Government ofGujarat   \n",
       "7                       Government ofGujarat   \n",
       "8                                         Go   \n",
       "9                                       None   \n",
       "10  Ministry of SocialJustice andEmpowerment   \n",
       "11  Ministry of SocialJustice andEmpowerment   \n",
       "12                    Government ofJharkhand   \n",
       "13                    Government ofJharkhand   \n",
       "14                    Government ofJharkhand   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0     Sentiment Analysis ofIncoming calls on helpdesk  Software  SIH1356   \n",
       "1          Sentiment analysis of SocialMedia presence  Software  SIH1357   \n",
       "2       Image correctness for aproduct on marketplace  Software  SIH1358   \n",
       "3   Contact center knowledgemanagement tool withde...  Software  SIH1359   \n",
       "4   Price comparison of GeMproducts with other e-m...  Software  SIH1360   \n",
       "5        Student dropout analysis forschool education  Software  SIH1362   \n",
       "6   Self-identifying the mentalhealth status and g...  Software  SIH1363   \n",
       "7    Fake Social Media Profiledetection and reporting  Software  SIH1364   \n",
       "8   Online Blockchain basedcertificate generation ...  Software  SIH1365   \n",
       "9                                                None      None     None   \n",
       "10                    Centralised Nasha MuktiDatabase  Software  SIH1366   \n",
       "11  To develop a technicalsolution for enablingIns...  Software  SIH1367   \n",
       "12  State.Online integrated platformfor projects t...  Software  SIH1369   \n",
       "13  Real time monitoring ofinfrastructure development  Software  SIH1370   \n",
       "14  Community Based Reportingand Monitoring Tool f...  Software  SIH1371   \n",
       "\n",
       "                            8  \n",
       "0               Miscellaneous  \n",
       "1               Miscellaneous  \n",
       "2               Miscellaneous  \n",
       "3             SmartAutomation  \n",
       "4             SmartAutomation  \n",
       "5              SmartEducation  \n",
       "6             Fitness &Sports  \n",
       "7   Blockchain &Cybersecurity  \n",
       "8   Blockchain &Cybersecurity  \n",
       "9                        None  \n",
       "10              Miscellaneous  \n",
       "11             SmartEducation  \n",
       "12             SmartEducation  \n",
       "13            SmartAutomation  \n",
       "14              Miscellaneous  "
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       "      <td>SIH1366</td>\n",
       "      <td>Miscellaneous</td>\n",
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       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
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      "text/plain": [
       "                                           3  \\\n",
       "0          Ministry ofCommerce andIndustries   \n",
       "1          Ministry ofCommerce andIndustries   \n",
       "2          Ministry ofCommerce andIndustries   \n",
       "3          Ministry ofCommerce andIndustries   \n",
       "4          Ministry ofCommerce andIndustries   \n",
       "5                       Government ofGujarat   \n",
       "6                       Government ofGujarat   \n",
       "7                       Government ofGujarat   \n",
       "8                                         Go   \n",
       "10  Ministry of SocialJustice andEmpowerment   \n",
       "11  Ministry of SocialJustice andEmpowerment   \n",
       "12                    Government ofJharkhand   \n",
       "13                    Government ofJharkhand   \n",
       "14                    Government ofJharkhand   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0     Sentiment Analysis ofIncoming calls on helpdesk  Software  SIH1356   \n",
       "1          Sentiment analysis of SocialMedia presence  Software  SIH1357   \n",
       "2       Image correctness for aproduct on marketplace  Software  SIH1358   \n",
       "3   Contact center knowledgemanagement tool withde...  Software  SIH1359   \n",
       "4   Price comparison of GeMproducts with other e-m...  Software  SIH1360   \n",
       "5        Student dropout analysis forschool education  Software  SIH1362   \n",
       "6   Self-identifying the mentalhealth status and g...  Software  SIH1363   \n",
       "7    Fake Social Media Profiledetection and reporting  Software  SIH1364   \n",
       "8   Online Blockchain basedcertificate generation ...  Software  SIH1365   \n",
       "10                    Centralised Nasha MuktiDatabase  Software  SIH1366   \n",
       "11  To develop a technicalsolution for enablingIns...  Software  SIH1367   \n",
       "12  State.Online integrated platformfor projects t...  Software  SIH1369   \n",
       "13  Real time monitoring ofinfrastructure development  Software  SIH1370   \n",
       "14  Community Based Reportingand Monitoring Tool f...  Software  SIH1371   \n",
       "\n",
       "                            8  \n",
       "0               Miscellaneous  \n",
       "1               Miscellaneous  \n",
       "2               Miscellaneous  \n",
       "3             SmartAutomation  \n",
       "4             SmartAutomation  \n",
       "5              SmartEducation  \n",
       "6             Fitness &Sports  \n",
       "7   Blockchain &Cybersecurity  \n",
       "8   Blockchain &Cybersecurity  \n",
       "10              Miscellaneous  \n",
       "11             SmartEducation  \n",
       "12             SmartEducation  \n",
       "13            SmartAutomation  \n",
       "14              Miscellaneous  "
      ]
     },
     "execution_count": 163,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok2.dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 167,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Government ofGujarat'"
      ]
     },
     "execution_count": 167,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok2.iloc[7,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 168,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok2=replacement(data=ok2,index_to_replace=8,value_to_replace=\"Go\",what_to_replace=ok2.iloc[7,0])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 169,
   "metadata": {},
   "outputs": [
    {
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       "    <tr>\n",
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       "      <td>Ministry ofCommerce andIndustries</td>\n",
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       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Government ofGujarat</td>\n",
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       "      <td>SIH1363</td>\n",
       "      <td>Fitness &amp;Sports</td>\n",
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       "      <td>SIH1364</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
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       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Government ofGujarat</td>\n",
       "      <td>Online Blockchain basedcertificate generation ...</td>\n",
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       "      <td>SIH1365</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>Centralised Nasha MuktiDatabase</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1366</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
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       "    <tr>\n",
       "      <th>12</th>\n",
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       "      <td>SmartEducation</td>\n",
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       "      <td>SmartAutomation</td>\n",
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       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>Government ofJharkhand</td>\n",
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       "      <td>SIH1371</td>\n",
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       "    </tr>\n",
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      "text/plain": [
       "                                           3  \\\n",
       "0          Ministry ofCommerce andIndustries   \n",
       "1          Ministry ofCommerce andIndustries   \n",
       "2          Ministry ofCommerce andIndustries   \n",
       "3          Ministry ofCommerce andIndustries   \n",
       "4          Ministry ofCommerce andIndustries   \n",
       "5                       Government ofGujarat   \n",
       "6                       Government ofGujarat   \n",
       "7                       Government ofGujarat   \n",
       "8                       Government ofGujarat   \n",
       "9                                       None   \n",
       "10  Ministry of SocialJustice andEmpowerment   \n",
       "11  Ministry of SocialJustice andEmpowerment   \n",
       "12                    Government ofJharkhand   \n",
       "13                    Government ofJharkhand   \n",
       "14                    Government ofJharkhand   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0     Sentiment Analysis ofIncoming calls on helpdesk  Software  SIH1356   \n",
       "1          Sentiment analysis of SocialMedia presence  Software  SIH1357   \n",
       "2       Image correctness for aproduct on marketplace  Software  SIH1358   \n",
       "3   Contact center knowledgemanagement tool withde...  Software  SIH1359   \n",
       "4   Price comparison of GeMproducts with other e-m...  Software  SIH1360   \n",
       "5        Student dropout analysis forschool education  Software  SIH1362   \n",
       "6   Self-identifying the mentalhealth status and g...  Software  SIH1363   \n",
       "7    Fake Social Media Profiledetection and reporting  Software  SIH1364   \n",
       "8   Online Blockchain basedcertificate generation ...  Software  SIH1365   \n",
       "9                                                None      None     None   \n",
       "10                    Centralised Nasha MuktiDatabase  Software  SIH1366   \n",
       "11  To develop a technicalsolution for enablingIns...  Software  SIH1367   \n",
       "12  State.Online integrated platformfor projects t...  Software  SIH1369   \n",
       "13  Real time monitoring ofinfrastructure development  Software  SIH1370   \n",
       "14  Community Based Reportingand Monitoring Tool f...  Software  SIH1371   \n",
       "\n",
       "                            8  \n",
       "0               Miscellaneous  \n",
       "1               Miscellaneous  \n",
       "2               Miscellaneous  \n",
       "3             SmartAutomation  \n",
       "4             SmartAutomation  \n",
       "5              SmartEducation  \n",
       "6             Fitness &Sports  \n",
       "7   Blockchain &Cybersecurity  \n",
       "8   Blockchain &Cybersecurity  \n",
       "9                        None  \n",
       "10              Miscellaneous  \n",
       "11             SmartEducation  \n",
       "12             SmartEducation  \n",
       "13            SmartAutomation  \n",
       "14              Miscellaneous  "
      ]
     },
     "execution_count": 169,
     "metadata": {},
     "output_type": "execute_result"
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   ],
   "source": [
    "ok2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 170,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "      <td>Ministry ofCommerce andIndustries</td>\n",
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       "      <td>SIH1366</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of SocialJustice andEmpowerment</td>\n",
       "      <td>To develop a technicalsolution for enablingIns...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1367</td>\n",
       "      <td>SmartEducation</td>\n",
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       "    <tr>\n",
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       "      <td>State.Online integrated platformfor projects t...</td>\n",
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       "      <td>SIH1370</td>\n",
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       "      <td>SIH1371</td>\n",
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      "text/plain": [
       "                                           3  \\\n",
       "0          Ministry ofCommerce andIndustries   \n",
       "1          Ministry ofCommerce andIndustries   \n",
       "2          Ministry ofCommerce andIndustries   \n",
       "3          Ministry ofCommerce andIndustries   \n",
       "4          Ministry ofCommerce andIndustries   \n",
       "5                       Government ofGujarat   \n",
       "6                       Government ofGujarat   \n",
       "7                       Government ofGujarat   \n",
       "8                       Government ofGujarat   \n",
       "10  Ministry of SocialJustice andEmpowerment   \n",
       "11  Ministry of SocialJustice andEmpowerment   \n",
       "12                    Government ofJharkhand   \n",
       "13                    Government ofJharkhand   \n",
       "14                    Government ofJharkhand   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0     Sentiment Analysis ofIncoming calls on helpdesk  Software  SIH1356   \n",
       "1          Sentiment analysis of SocialMedia presence  Software  SIH1357   \n",
       "2       Image correctness for aproduct on marketplace  Software  SIH1358   \n",
       "3   Contact center knowledgemanagement tool withde...  Software  SIH1359   \n",
       "4   Price comparison of GeMproducts with other e-m...  Software  SIH1360   \n",
       "5        Student dropout analysis forschool education  Software  SIH1362   \n",
       "6   Self-identifying the mentalhealth status and g...  Software  SIH1363   \n",
       "7    Fake Social Media Profiledetection and reporting  Software  SIH1364   \n",
       "8   Online Blockchain basedcertificate generation ...  Software  SIH1365   \n",
       "10                    Centralised Nasha MuktiDatabase  Software  SIH1366   \n",
       "11  To develop a technicalsolution for enablingIns...  Software  SIH1367   \n",
       "12  State.Online integrated platformfor projects t...  Software  SIH1369   \n",
       "13  Real time monitoring ofinfrastructure development  Software  SIH1370   \n",
       "14  Community Based Reportingand Monitoring Tool f...  Software  SIH1371   \n",
       "\n",
       "                            8  \n",
       "0               Miscellaneous  \n",
       "1               Miscellaneous  \n",
       "2               Miscellaneous  \n",
       "3             SmartAutomation  \n",
       "4             SmartAutomation  \n",
       "5              SmartEducation  \n",
       "6             Fitness &Sports  \n",
       "7   Blockchain &Cybersecurity  \n",
       "8   Blockchain &Cybersecurity  \n",
       "10              Miscellaneous  \n",
       "11             SmartEducation  \n",
       "12             SmartEducation  \n",
       "13            SmartAutomation  \n",
       "14              Miscellaneous  "
      ]
     },
     "execution_count": 170,
     "metadata": {},
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    }
   ],
   "source": [
    "ok2.dropna()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 171,
   "metadata": {},
   "outputs": [],
   "source": [
    "update_and_return(ok2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 173,
   "metadata": {},
   "outputs": [
    {
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       "      <td>Renewable /SustainableEnergy</td>\n",
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       "      <td>Ministry of Power</td>\n",
       "      <td>None</td>\n",
       "      <td>Cloudburst prediction system</td>\n",
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       "      <td>SIH1374</td>\n",
       "      <td>DisasterManagement</td>\n",
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       "      <td>79</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>None</td>\n",
       "      <td>Creation of Live DigitalTwins for the power Pr...</td>\n",
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       "      <td>SIH1377</td>\n",
       "      <td>SmartAutomation</td>\n",
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       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>None</td>\n",
       "      <td>maintenance.Segregating and informationon regu...</td>\n",
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       "      <td>Vegetation measurementalong the line corridor ...</td>\n",
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       "      <th>5</th>\n",
       "      <td></td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>82</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>None</td>\n",
       "      <td>lntelligent chatbot to answerqueries pertainin...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1380</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>83</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>None</td>\n",
       "      <td>Analysis and identification ofmalicious mobile...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1381</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>84</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Govt of HimachalPradesh</td>\n",
       "      <td>None</td>\n",
       "      <td>Real-Time Vehicle Trackingsystem.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1382</td>\n",
       "      <td>Smart Vehicles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>85</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Govt of HimachalPradesh</td>\n",
       "      <td>None</td>\n",
       "      <td>Optimizing DoctorAvailability and AppointmentA...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1383</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>86</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>None</td>\n",
       "      <td>Developing an interactivegaming software / mob...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1384</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>87</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>None</td>\n",
       "      <td>Developing a software thatcan translate resour...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1385</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "     0     1     2                                  3     4  \\\n",
       "0   77  None  None             Government ofJharkhand  None   \n",
       "1   78  None  None                  Ministry of Power  None   \n",
       "2   79  None  None                  Ministry of Power  None   \n",
       "3   80  None  None                  Ministry of Power  None   \n",
       "4   81                                             Mi   nis   \n",
       "5       None  None                               None  None   \n",
       "6   82  None  None                  Ministry of Power  None   \n",
       "7   83  None  None                  Ministry of Power  None   \n",
       "8   84  None  None            Govt of HimachalPradesh  None   \n",
       "9   85  None  None            Govt of HimachalPradesh  None   \n",
       "10  86  None  None  Ministry ofCommerce andIndustries  None   \n",
       "11  87  None  None  Ministry ofCommerce andIndustries  None   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   development of systems foreffective Environmen...  Software  SIH1372   \n",
       "1                        Cloudburst prediction system  Software  SIH1374   \n",
       "2   Creation of Live DigitalTwins for the power Pr...  Software  SIH1377   \n",
       "3   maintenance.Segregating and informationon regu...  Software  SIH1378   \n",
       "4   Vegetation measurementalong the line corridor ...  Software  SIH1379   \n",
       "5                                                None      None     None   \n",
       "6   lntelligent chatbot to answerqueries pertainin...  Software  SIH1380   \n",
       "7   Analysis and identification ofmalicious mobile...  Software  SIH1381   \n",
       "8                   Real-Time Vehicle Trackingsystem.  Software  SIH1382   \n",
       "9   Optimizing DoctorAvailability and AppointmentA...  Software  SIH1383   \n",
       "10  Developing an interactivegaming software / mob...  Software  SIH1384   \n",
       "11  Developing a software thatcan translate resour...  Software  SIH1385   \n",
       "\n",
       "                                         8  \n",
       "0             Renewable /SustainableEnergy  \n",
       "1                       DisasterManagement  \n",
       "2                          SmartAutomation  \n",
       "3                            Miscellaneous  \n",
       "4   Agriculture,FoodTech &RuralDevelopment  \n",
       "5                                     None  \n",
       "6                           SmartEducation  \n",
       "7                Blockchain &Cybersecurity  \n",
       "8                           Smart Vehicles  \n",
       "9             MedTech /BioTech /HealthTech  \n",
       "10                          SmartEducation  \n",
       "11                          SmartEducation  "
      ]
     },
     "execution_count": 173,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok3=create_dataframe_from_list(tables[7])\n",
    "ok3=remove_slash_n(ok3)\n",
    "ok3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 174,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok3=drop_required_cols(ok3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 175,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
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       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>3</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Government ofJharkhand</td>\n",
       "      <td>development of systems foreffective Environmen...</td>\n",
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       "      <td>SIH1372</td>\n",
       "      <td>Renewable /SustainableEnergy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Cloudburst prediction system</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1374</td>\n",
       "      <td>DisasterManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Creation of Live DigitalTwins for the power Pr...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1377</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>maintenance.Segregating and informationon regu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1378</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Mi</td>\n",
       "      <td>Vegetation measurementalong the line corridor ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1379</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>lntelligent chatbot to answerqueries pertainin...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1380</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Analysis and identification ofmalicious mobile...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1381</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Govt of HimachalPradesh</td>\n",
       "      <td>Real-Time Vehicle Trackingsystem.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1382</td>\n",
       "      <td>Smart Vehicles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Govt of HimachalPradesh</td>\n",
       "      <td>Optimizing DoctorAvailability and AppointmentA...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1383</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>Developing an interactivegaming software / mob...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1384</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>Developing a software thatcan translate resour...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1385</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    3  \\\n",
       "0              Government ofJharkhand   \n",
       "1                   Ministry of Power   \n",
       "2                   Ministry of Power   \n",
       "3                   Ministry of Power   \n",
       "4                                  Mi   \n",
       "5                                None   \n",
       "6                   Ministry of Power   \n",
       "7                   Ministry of Power   \n",
       "8             Govt of HimachalPradesh   \n",
       "9             Govt of HimachalPradesh   \n",
       "10  Ministry ofCommerce andIndustries   \n",
       "11  Ministry ofCommerce andIndustries   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   development of systems foreffective Environmen...  Software  SIH1372   \n",
       "1                        Cloudburst prediction system  Software  SIH1374   \n",
       "2   Creation of Live DigitalTwins for the power Pr...  Software  SIH1377   \n",
       "3   maintenance.Segregating and informationon regu...  Software  SIH1378   \n",
       "4   Vegetation measurementalong the line corridor ...  Software  SIH1379   \n",
       "5                                                None      None     None   \n",
       "6   lntelligent chatbot to answerqueries pertainin...  Software  SIH1380   \n",
       "7   Analysis and identification ofmalicious mobile...  Software  SIH1381   \n",
       "8                   Real-Time Vehicle Trackingsystem.  Software  SIH1382   \n",
       "9   Optimizing DoctorAvailability and AppointmentA...  Software  SIH1383   \n",
       "10  Developing an interactivegaming software / mob...  Software  SIH1384   \n",
       "11  Developing a software thatcan translate resour...  Software  SIH1385   \n",
       "\n",
       "                                         8  \n",
       "0             Renewable /SustainableEnergy  \n",
       "1                       DisasterManagement  \n",
       "2                          SmartAutomation  \n",
       "3                            Miscellaneous  \n",
       "4   Agriculture,FoodTech &RuralDevelopment  \n",
       "5                                     None  \n",
       "6                           SmartEducation  \n",
       "7                Blockchain &Cybersecurity  \n",
       "8                           Smart Vehicles  \n",
       "9             MedTech /BioTech /HealthTech  \n",
       "10                          SmartEducation  \n",
       "11                          SmartEducation  "
      ]
     },
     "execution_count": 175,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 176,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Ministry of Power'"
      ]
     },
     "execution_count": 176,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok3.iloc[3,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 178,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Mi'"
      ]
     },
     "execution_count": 178,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok3.iloc[4,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 179,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok3=replacement(data=ok3,value_to_replace=\"Mi\",what_to_replace=ok3.iloc[3,0],index_to_replace=4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 182,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok3.dropna(inplace=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 183,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <th>3</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
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       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>Government ofJharkhand</td>\n",
       "      <td>development of systems foreffective Environmen...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1372</td>\n",
       "      <td>Renewable /SustainableEnergy</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Cloudburst prediction system</td>\n",
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       "      <td>SIH1374</td>\n",
       "      <td>DisasterManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Creation of Live DigitalTwins for the power Pr...</td>\n",
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       "      <td>SIH1377</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>maintenance.Segregating and informationon regu...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1378</td>\n",
       "      <td>Miscellaneous</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Vegetation measurementalong the line corridor ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1379</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>lntelligent chatbot to answerqueries pertainin...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1380</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry of Power</td>\n",
       "      <td>Analysis and identification ofmalicious mobile...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1381</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Govt of HimachalPradesh</td>\n",
       "      <td>Real-Time Vehicle Trackingsystem.</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1382</td>\n",
       "      <td>Smart Vehicles</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Govt of HimachalPradesh</td>\n",
       "      <td>Optimizing DoctorAvailability and AppointmentA...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1383</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>Developing an interactivegaming software / mob...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1384</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>Developing a software thatcan translate resour...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1385</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                    3  \\\n",
       "0              Government ofJharkhand   \n",
       "1                   Ministry of Power   \n",
       "2                   Ministry of Power   \n",
       "3                   Ministry of Power   \n",
       "4                   Ministry of Power   \n",
       "6                   Ministry of Power   \n",
       "7                   Ministry of Power   \n",
       "8             Govt of HimachalPradesh   \n",
       "9             Govt of HimachalPradesh   \n",
       "10  Ministry ofCommerce andIndustries   \n",
       "11  Ministry ofCommerce andIndustries   \n",
       "\n",
       "                                                    5         6        7  \\\n",
       "0   development of systems foreffective Environmen...  Software  SIH1372   \n",
       "1                        Cloudburst prediction system  Software  SIH1374   \n",
       "2   Creation of Live DigitalTwins for the power Pr...  Software  SIH1377   \n",
       "3   maintenance.Segregating and informationon regu...  Software  SIH1378   \n",
       "4   Vegetation measurementalong the line corridor ...  Software  SIH1379   \n",
       "6   lntelligent chatbot to answerqueries pertainin...  Software  SIH1380   \n",
       "7   Analysis and identification ofmalicious mobile...  Software  SIH1381   \n",
       "8                   Real-Time Vehicle Trackingsystem.  Software  SIH1382   \n",
       "9   Optimizing DoctorAvailability and AppointmentA...  Software  SIH1383   \n",
       "10  Developing an interactivegaming software / mob...  Software  SIH1384   \n",
       "11  Developing a software thatcan translate resour...  Software  SIH1385   \n",
       "\n",
       "                                         8  \n",
       "0             Renewable /SustainableEnergy  \n",
       "1                       DisasterManagement  \n",
       "2                          SmartAutomation  \n",
       "3                            Miscellaneous  \n",
       "4   Agriculture,FoodTech &RuralDevelopment  \n",
       "6                           SmartEducation  \n",
       "7                Blockchain &Cybersecurity  \n",
       "8                           Smart Vehicles  \n",
       "9             MedTech /BioTech /HealthTech  \n",
       "10                          SmartEducation  \n",
       "11                          SmartEducation  "
      ]
     },
     "execution_count": 183,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ok3"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 184,
   "metadata": {},
   "outputs": [],
   "source": [
    "update_and_return(ok3)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok4=create_dataframe_from_list(tables[8])\n",
    "ok4=remove_slash_n(ok4)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 186,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "      <th></th>\n",
       "      <th>0</th>\n",
       "      <th>1</th>\n",
       "      <th>2</th>\n",
       "      <th>3</th>\n",
       "      <th>4</th>\n",
       "      <th>5</th>\n",
       "      <th>6</th>\n",
       "      <th>7</th>\n",
       "      <th>8</th>\n",
       "      <th>9</th>\n",
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       "      <th>0</th>\n",
       "      <td>88</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofCommerce andIndustries</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Developing a software fordubbing of videos fro...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1386</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>89</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Detection of Malwarei Trojanin softwares used ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1388</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>90</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>To develop centralisedinformation security .Lo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1389</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>91</td>\n",
       "      <td>10</td>\n",
       "      <td></td>\n",
       "      <td>MiEn</td>\n",
       "      <td>nisvir</td>\n",
       "      <td>try ofonment</td>\n",
       "      <td>Pro Planet Person App</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1390</td>\n",
       "      <td>Clean &amp; GreenTechnology</td>\n",
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       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>92</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Behavioural changemonitoring software</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1391</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>93</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>E-Waste Facility Locator</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1392</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>94</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Water and ElectricityTracking App</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1393</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>95</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Virtual Zoo</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1394</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>96</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>IoT based sensors can be usedto determine the ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1395</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>97</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Developing Virtual Realitybased solutions</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1396</td>\n",
       "      <td>DisasterManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>98</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Development of businessmodels for collection a...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1397</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>99</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>lntegration and Utilization ofdata-based being...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1398</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>100</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>None</td>\n",
       "      <td>None</td>\n",
       "      <td>App-Based Solution toidentify and solve diseas...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1401</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
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       "</table>\n",
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       "      0     1     2                                              3       4  \\\n",
       "0    88  None  None              Ministry ofCommerce andIndustries    None   \n",
       "1    89  None  None                              Ministry of power    None   \n",
       "2    90  None  None                              Ministry of power    None   \n",
       "3    91    10                                                 MiEn  nisvir   \n",
       "4    92  None  None                         Ministry ofEnvironment    None   \n",
       "5    93  None  None                         Ministry ofEnvironment    None   \n",
       "6    94  None  None                         Ministry ofEnvironment    None   \n",
       "7    95  None  None                         Ministry ofEnvironment    None   \n",
       "8    96  None  None  Ministry of Micro,Small and MediumEnterprises    None   \n",
       "9    97  None  None  Ministry of Micro,Small and MediumEnterprises    None   \n",
       "10   98  None  None  Ministry of Micro,Small and MediumEnterprises    None   \n",
       "11   99  None  None  Ministry of Micro,Small and MediumEnterprises    None   \n",
       "12  100  None  None  Ministry of Micro,Small and MediumEnterprises    None   \n",
       "\n",
       "               5                                                  6         7  \\\n",
       "0           None  Developing a software fordubbing of videos fro...  Software   \n",
       "1           None  Detection of Malwarei Trojanin softwares used ...  Software   \n",
       "2           None  To develop centralisedinformation security .Lo...  Software   \n",
       "3   try ofonment                              Pro Planet Person App  Software   \n",
       "4           None              Behavioural changemonitoring software  Software   \n",
       "5           None                           E-Waste Facility Locator  Software   \n",
       "6           None                  Water and ElectricityTracking App  Software   \n",
       "7           None                                        Virtual Zoo  Software   \n",
       "8           None  IoT based sensors can be usedto determine the ...  Software   \n",
       "9           None          Developing Virtual Realitybased solutions  Software   \n",
       "10          None  Development of businessmodels for collection a...  Software   \n",
       "11          None  lntegration and Utilization ofdata-based being...  Software   \n",
       "12          None  App-Based Solution toidentify and solve diseas...  Software   \n",
       "\n",
       "          8                                       9  \n",
       "0   SIH1386                          SmartEducation  \n",
       "1   SIH1388               Blockchain &Cybersecurity  \n",
       "2   SIH1389               Blockchain &Cybersecurity  \n",
       "3   SIH1390                 Clean & GreenTechnology  \n",
       "4   SIH1391                         SmartAutomation  \n",
       "5   SIH1392                         SmartAutomation  \n",
       "6   SIH1393                         SmartAutomation  \n",
       "7   SIH1394                          SmartEducation  \n",
       "8   SIH1395  Agriculture,FoodTech &RuralDevelopment  \n",
       "9   SIH1396                      DisasterManagement  \n",
       "10  SIH1397            MedTech /BioTech /HealthTech  \n",
       "11  SIH1398  Agriculture,FoodTech &RuralDevelopment  \n",
       "12  SIH1401  Agriculture,FoodTech &RuralDevelopment  "
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   "execution_count": 187,
   "metadata": {},
   "outputs": [],
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    "ok4=drop_required_cols(ok4)"
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  {
   "cell_type": "code",
   "execution_count": 189,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok4.drop(columns=[5],inplace=True)"
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  {
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   "execution_count": 190,
   "metadata": {},
   "outputs": [
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       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>Water and ElectricityTracking App</td>\n",
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       "      <th>9</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>Developing Virtual Realitybased solutions</td>\n",
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       "      <td>SIH1396</td>\n",
       "      <td>DisasterManagement</td>\n",
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       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>Development of businessmodels for collection a...</td>\n",
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       "      <td>SIH1397</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
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       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
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       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>App-Based Solution toidentify and solve diseas...</td>\n",
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      "text/plain": [
       "                                                3  \\\n",
       "0               Ministry ofCommerce andIndustries   \n",
       "1                               Ministry of power   \n",
       "2                               Ministry of power   \n",
       "3                                            MiEn   \n",
       "4                          Ministry ofEnvironment   \n",
       "5                          Ministry ofEnvironment   \n",
       "6                          Ministry ofEnvironment   \n",
       "7                          Ministry ofEnvironment   \n",
       "8   Ministry of Micro,Small and MediumEnterprises   \n",
       "9   Ministry of Micro,Small and MediumEnterprises   \n",
       "10  Ministry of Micro,Small and MediumEnterprises   \n",
       "11  Ministry of Micro,Small and MediumEnterprises   \n",
       "12  Ministry of Micro,Small and MediumEnterprises   \n",
       "\n",
       "                                                    6         7        8  \\\n",
       "0   Developing a software fordubbing of videos fro...  Software  SIH1386   \n",
       "1   Detection of Malwarei Trojanin softwares used ...  Software  SIH1388   \n",
       "2   To develop centralisedinformation security .Lo...  Software  SIH1389   \n",
       "3                               Pro Planet Person App  Software  SIH1390   \n",
       "4               Behavioural changemonitoring software  Software  SIH1391   \n",
       "5                            E-Waste Facility Locator  Software  SIH1392   \n",
       "6                   Water and ElectricityTracking App  Software  SIH1393   \n",
       "7                                         Virtual Zoo  Software  SIH1394   \n",
       "8   IoT based sensors can be usedto determine the ...  Software  SIH1395   \n",
       "9           Developing Virtual Realitybased solutions  Software  SIH1396   \n",
       "10  Development of businessmodels for collection a...  Software  SIH1397   \n",
       "11  lntegration and Utilization ofdata-based being...  Software  SIH1398   \n",
       "12  App-Based Solution toidentify and solve diseas...  Software  SIH1401   \n",
       "\n",
       "                                         9  \n",
       "0                           SmartEducation  \n",
       "1                Blockchain &Cybersecurity  \n",
       "2                Blockchain &Cybersecurity  \n",
       "3                  Clean & GreenTechnology  \n",
       "4                          SmartAutomation  \n",
       "5                          SmartAutomation  \n",
       "6                          SmartAutomation  \n",
       "7                           SmartEducation  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                       DisasterManagement  \n",
       "10            MedTech /BioTech /HealthTech  \n",
       "11  Agriculture,FoodTech &RuralDevelopment  \n",
       "12  Agriculture,FoodTech &RuralDevelopment  "
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  {
   "cell_type": "code",
   "execution_count": 192,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3                       MiEn\n",
       "6      Pro Planet Person App\n",
       "7                   Software\n",
       "8                    SIH1390\n",
       "9    Clean & GreenTechnology\n",
       "Name: 3, dtype: object"
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    "ok4.iloc[3]"
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  {
   "cell_type": "code",
   "execution_count": 197,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'MiEn'"
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     "execution_count": 197,
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  {
   "cell_type": "code",
   "execution_count": 194,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'Ministry ofEnvironment'"
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     "execution_count": 194,
     "metadata": {},
     "output_type": "execute_result"
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    "ok4.iloc[4,0]"
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  {
   "cell_type": "code",
   "execution_count": 198,
   "metadata": {},
   "outputs": [],
   "source": [
    "ok4=replacement(data=ok4,what_to_replace=ok4.iloc[4,0],value_to_replace=\"MiEn\",index_to_replace=3)"
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  },
  {
   "cell_type": "code",
   "execution_count": 199,
   "metadata": {},
   "outputs": [
    {
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       "      <td>SIH1388</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>Ministry of power</td>\n",
       "      <td>To develop centralisedinformation security .Lo...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1389</td>\n",
       "      <td>Blockchain &amp;Cybersecurity</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>Pro Planet Person App</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1390</td>\n",
       "      <td>Clean &amp; GreenTechnology</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>Behavioural changemonitoring software</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1391</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>E-Waste Facility Locator</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1392</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>Water and ElectricityTracking App</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1393</td>\n",
       "      <td>SmartAutomation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>Ministry ofEnvironment</td>\n",
       "      <td>Virtual Zoo</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1394</td>\n",
       "      <td>SmartEducation</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>IoT based sensors can be usedto determine the ...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1395</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>Developing Virtual Realitybased solutions</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1396</td>\n",
       "      <td>DisasterManagement</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>Development of businessmodels for collection a...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1397</td>\n",
       "      <td>MedTech /BioTech /HealthTech</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>lntegration and Utilization ofdata-based being...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1398</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>Ministry of Micro,Small and MediumEnterprises</td>\n",
       "      <td>App-Based Solution toidentify and solve diseas...</td>\n",
       "      <td>Software</td>\n",
       "      <td>SIH1401</td>\n",
       "      <td>Agriculture,FoodTech &amp;RuralDevelopment</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                3  \\\n",
       "0               Ministry ofCommerce andIndustries   \n",
       "1                               Ministry of power   \n",
       "2                               Ministry of power   \n",
       "3                          Ministry ofEnvironment   \n",
       "4                          Ministry ofEnvironment   \n",
       "5                          Ministry ofEnvironment   \n",
       "6                          Ministry ofEnvironment   \n",
       "7                          Ministry ofEnvironment   \n",
       "8   Ministry of Micro,Small and MediumEnterprises   \n",
       "9   Ministry of Micro,Small and MediumEnterprises   \n",
       "10  Ministry of Micro,Small and MediumEnterprises   \n",
       "11  Ministry of Micro,Small and MediumEnterprises   \n",
       "12  Ministry of Micro,Small and MediumEnterprises   \n",
       "\n",
       "                                                    6         7        8  \\\n",
       "0   Developing a software fordubbing of videos fro...  Software  SIH1386   \n",
       "1   Detection of Malwarei Trojanin softwares used ...  Software  SIH1388   \n",
       "2   To develop centralisedinformation security .Lo...  Software  SIH1389   \n",
       "3                               Pro Planet Person App  Software  SIH1390   \n",
       "4               Behavioural changemonitoring software  Software  SIH1391   \n",
       "5                            E-Waste Facility Locator  Software  SIH1392   \n",
       "6                   Water and ElectricityTracking App  Software  SIH1393   \n",
       "7                                         Virtual Zoo  Software  SIH1394   \n",
       "8   IoT based sensors can be usedto determine the ...  Software  SIH1395   \n",
       "9           Developing Virtual Realitybased solutions  Software  SIH1396   \n",
       "10  Development of businessmodels for collection a...  Software  SIH1397   \n",
       "11  lntegration and Utilization ofdata-based being...  Software  SIH1398   \n",
       "12  App-Based Solution toidentify and solve diseas...  Software  SIH1401   \n",
       "\n",
       "                                         9  \n",
       "0                           SmartEducation  \n",
       "1                Blockchain &Cybersecurity  \n",
       "2                Blockchain &Cybersecurity  \n",
       "3                  Clean & GreenTechnology  \n",
       "4                          SmartAutomation  \n",
       "5                          SmartAutomation  \n",
       "6                          SmartAutomation  \n",
       "7                           SmartEducation  \n",
       "8   Agriculture,FoodTech &RuralDevelopment  \n",
       "9                       DisasterManagement  \n",
       "10            MedTech /BioTech /HealthTech  \n",
       "11  Agriculture,FoodTech &RuralDevelopment  \n",
       "12  Agriculture,FoodTech &RuralDevelopment  "
      ]
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