Enhancing Predictive Analytics with ML

So my requirement for the project are https://dsp.imdpune.gov.in/index.php from this site and https://mausam.imd.gov.in/ this site majorly we have to extract the meteorological data of daily rainfall , precipitation and temperature data for extraction we may need to register and download from the first side but if u find information of these 3 things till date (data) for some other site u can extract from that too but try to extract this data mostly from imdpune and mausum site then I will share u some documents that which type of data I have to target to produce and share and from https://bayanat.ae/ or some site where middle eastern country data is found we have to extract that too so basically we first need data for IMEA (India and middle Eastern Asia ) data then once we have scraped this data so I want data to be scraped for indian region to be overall India , state / ut and district wise (of each state and ut ) and for Middle East I just want country data not its state or etc then I want some good EDA (data analysis) on this data like I wanna show a imea region map in which every country whose data we have collected if we hover on it would show its precipitation rainfall and temp average and cumulative details in small box side to the cursor then if we will click on India it will show its map and states would be there and according to representative data analysis bar charts , graphs , heat maps ( for temperature) like for every category temp , precipitation and rainfall min 5 charts should appear for each then if we will click on that state then a state map district wise divided should appear and dropdown should appear which district u wanna select hover effect should be still applicable on all these and then district analysis should be shown so for India it should also show rainfall / precipitation comparison of this year to previous 5 , 10 , 20 , 50 yrs like these would be selectable buttons on a bar which if we would click will show data accordingly temperature analysis span we can set of 10 - 10 years so at the gap of every 10 years how its changed analysis and conclusion about that from analysis the documents or expected analysis outputs which ill provide u are majorly for example categorising and analysing it on the basis of elnino / other weather conditioning pattern and the maps and all should be dynamic everything should look appealing and can use sliders to change the year span accordingly the map will change and I want prediction option of how much rainfall a state or middle eastern country (just country ) will receive for 2025 , 2026 , 2027 , 2028 , 2029 , 2030 (5 years ) this can be also done via dropdown menu it should just provide basic details like average cumulative deviation from past etc like these aspects

then for the second part so the site https://pmfby.gov.in/ is an govt site which has seasonal crops data and schemes and all now in coverage dashboard https://pmfby.gov.in/adminStatistics/dashboard theres some more data given but when you will access https://pmfby.gov.in/adminStatistics/dashboard on the top right corner so if we click on that statewise report all data of states/ut comes there of that year which is selected in dropdown (2024 , 2023 to 2018 ) and of that particular season (rabi/kharif ) and that particular scheme (pmfby or wbcis ) and we can also see that if we click on these states in the site it then gives the information of the districts of that particlar year that particular scheme and that particular season now i want a python script which will live time access this data and extract ask the user do u wanna access state/union territory data or every district data in that particular state if the user replies state/ut data the script should ask which year data u want (2018 to 2024 ) then if user enters some specific year it should ask which season data u want (rabi or kharif ) then when user selects something it should ask which scheme data u want of selected yr (according to user response ) selected season (according to user response ) then there would be option for user to select between the two schemes pmfby and wbcis and when the user will select one of them then the list of all the states / union terrirtories of india whose data is available at portal according to the selected input of user should come then if the user will select one of the state its data should come all the coloums that were there and should be printed in excel file now similarly if the user selects second option initially that is every districts data that a particular state it should again ask user for year , season , scheme then give all available states then if user selects one of them it should give it all the districts data of that state in form of rows and coloums serial wise in excel format so majorly in both the cases excel sheet should be the output , this data should be live extracted from portal as if user runs the script after some days he should receive updated data . Now these two things should be integrated to display in a local web portal and then correlation of rainfall , precipitation , temperature data with crops affection data that analysis is also required in the portal https://tradingeconomics.com/country-list/precipitation I can provide u with a format of this site some what representation I want in this way but my all the features that I listed should be included and in this site they have also shown little bit analysis of  Markets
GDP Labour Prices Money Trade Government
Business Consumer Housing Taxes Energy
Health I don’t want any visual data analysis of this but how they have represented it for imea region I just want you to copy the data which is just how they have created it in tabular for to be represented and u can make backend with flask and frontend with html and basic css not much js required except for processing bar , please wait and hover effect like things and template for background and logo I will update later till then I want these requirements for a site . The alignments and how to display these options u can refer from this site https://tradingeconomics.com/country-list/precipitation .