Dear Sir, The code link that I sent has to be changed for tmax and tmin parameters. Once it is done, you can have the csv files, which can be clipped further with the desired area.
https://github.com/Manisht9/imdData *Profound RegardsAkshay Kumar* *LinkedIn <https://www.linkedin.com/in/akshay-kumar-a68572118/>* *+91-8198834098* P Please don't print this e-mail unless you really need to. Go Green. *Every 3000 A4 Size papers costs 1 tree.* On Sat, Oct 15, 2022 at 12:05 PM Pankaj pandey <pkpner...@gmail.com> wrote: > Dear Nikhil still has the same issue for Assam. I tried to download at > 26.5,93.0 > for 2001 temperature data again getting a similar message of no data. > PLease check the issue > > With regards > > On Fri, Oct 14, 2022 at 11:55 PM Nikhil VJ <nikhil...@gmail.com> wrote: > >> Hi Pankaj, >> >> Added in the webpage now: >> >> And even after that, for some locations there just isn't data for certain >> years or dates in the original dataset. Those slots were filled with junk >> values in the .grd files like -999 - they've been sanitised out from here. >> >> >> You just need to keep looking for a location that gives you data and let >> go of the ones that don't, that is all. Not much anybody can do if IMD >> itself didn't archive it. >> >> Please also see the other instructions in the page. >> 0.5 grid : select accordingly on the map. >> >> For Assam : you'll have to select the grid points coming within assam, >> and try for them. >> >> For bulk work, Generate 1 link, then copy the same structures to create >> more links with the year value in the URL changed. >> >> -- >> Cheers, >> Nikhil VJ >> https://nikhilvj.co.in >> >> >> On Fri, Oct 14, 2022 at 9:12 PM Pankaj pandey <pkpner...@gmail.com> >> wrote: >> >>> Dear Nikhil I am trying to download temperature data for 2000 of Assam >>> and getting this massage: {"success":false,"message":"No data for give >>> location / year"}. What is problem Please how to download temperature data >>> at 0.5 degree for all grid point of assam >>> >>> On Fri, Oct 14, 2022 at 5:41 PM Nikhil VJ <nikhil...@gmail.com> wrote: >>> >>>> Hi All, >>>> >>>> Got a request regd need to simplify this IMD grid data fetching process >>>> for folks, and that gave me impetus to complete setting up a website where >>>> individual location + year data can be downloaded as simple flat CSV (which >>>> opens in Excel / LibreOffice Calc). >>>> >>>> So here it is: *https://server.nikhilvj.co.in/imd_data/ >>>> <https://server.nikhilvj.co.in/imd_data/>* >>>> >>>> There's a map and year selector to help choose, after that a link is >>>> generated for downloading. Open that in browser or do wget/curl >>>> on commandline, and it'll download a CSV with proper naming. >>>> >>>> Sample link: >>>> >>>> https://server.nikhilvj.co.in/imd_data/API/fetchData?year=2010&lat=25.25&lon=76.25&which=all >>>> >>>> You are *encouraged to scrape* : use the format above to compose your >>>> own link. (Hint: Excel formulas like: =A2&B2&"?year="&C2 are perfect for >>>> this) >>>> >>>> With a caveat: Given that it's not some fancy server that can take huge >>>> loads, there's a cruel and harsh rate limiter in place which will allow >>>> only 1 hit per 10 secs per IP address for anonymous users. >>>> >>>> If you want to bypass that, there's an email-otp login process given >>>> which will add a token and let you do 5 hits per second, and that won't be >>>> restricted by IP address. >>>> This would be useful in institutions where multiple users on the same >>>> network may want to fetch data at the same time. >>>> ex: a school/college hands-on session in climate data visualization >>>> where the host as usual forgets to pre-download the data >>>> So you can scrape and I can keep my server from crashing - both sides >>>> win. >>>> >>>> Source code is at https://github.com/answerquest/IMD-grid-data-work >>>> (see imd_data_api folder) >>>> >>>> >>>> -- >>>> Cheers, >>>> Nikhil VJ >>>> https://nikhilvj.co.in >>>> >>>> >>>> On Wed, Oct 12, 2022 at 8:30 AM Nikhil VJ <nikhil...@gmail.com> wrote: >>>> >>>>> Hi Pankaj, >>>>> >>>>> The place initially referred to is archival data - by definition it's >>>>> historic and not realtime. >>>>> What I do see on https://imdpune.gov.in/lrfindex.php is "Gridded Data >>>>> Real Time" -> you might want to explore that. >>>>> Over there, Daily 0.5x0.5 grid temp data links are there. >>>>> You can select a single date there and download the file. >>>>> >>>>> I don't know right now how to open it, though. imdlib library that >>>>> I've used - I didn't see anything about daily data. >>>>> Here's its documentation: >>>>> https://imdlib.readthedocs.io/en/latest/Usage.html >>>>> >>>>> I've posted a query about it in the lib's github : >>>>> https://github.com/iamsaswata/imdlib/issues/17 , let's see if the >>>>> author responds. Perhaps some inspection of the source code also might >>>>> yield a way to open the daily data. >>>>> >>>>> PS: Next time do initiate a separate conversation with a different >>>>> subject line - as here you have asked about temperature data but the >>>>> subject reads rainfall data. Becomes less discoverable over the open >>>>> internet or after a long period of time. >>>>> >>>>> -- >>>>> Cheers, >>>>> Nikhil VJ >>>>> https://nikhilvj.co.in >>>>> >>>>> >>>>> On Thu, Oct 6, 2022 at 11:56 PM Pankaj pandey <pkpner...@gmail.com> >>>>> wrote: >>>>> >>>>>> Thanks Akshay for sharing the code. Actually I want to download tmax >>>>>> and tmin data at 0.5 degree not at 1 degree for 2000 to 2021. As I want >>>>>> to >>>>>> dowanload gridded data real time Download Daily Maximum >>>>>> Temperature data ( 0.5 x 0.5 degree) Binary File (Real-time). In >>>>>> this page only the select data option is available. Should i replace >>>>>> year >>>>>> with data in code. >>>>>> It is requested please modify code for this case >>>>>> >>>>>> with regards >>>>>> p.k.pANDEY >>>>>> >>>>>> >>>>>> >>>>>> On Thu, Oct 6, 2022 at 11:30 PM Akshay Kumar <akshay.cg...@gmail.com> >>>>>> wrote: >>>>>> >>>>>>> Dear Sir >>>>>>> Pl check this link. >>>>>>> >>>>>>> https://github.com/Manisht9/imdData >>>>>>> >>>>>>> >>>>>>> On Thu, 6 Oct 2022 at 10:55 PM, Pankaj pandey <pkpner...@gmail.com> >>>>>>> wrote: >>>>>>> >>>>>>>> Dear Nikhil how can batch download data, >>>>>>>> https://imdpune.gov.in/lrfindex.php. This page give data wise >>>>>>>> data. how can download suppose 20 year data of temperature. Any python >>>>>>>> code to do this to bulk download in csv. Please update any code will >>>>>>>> very >>>>>>>> much neede >>>>>>>> >>>>>>>> With Regards >>>>>>>> P.K.Pandey >>>>>>>> >>>>>>>> >>>>>>>> On Thu, Oct 6, 2022 at 7:28 PM Nikhil VJ <nikhil...@gmail.com> >>>>>>>> wrote: >>>>>>>> >>>>>>>>> Hi Georgelio, Vastav, >>>>>>>>> >>>>>>>>> While this link is down: >>>>>>>>> https://imdpune.gov.in/Clim_Pred_LRF_New/Grided_Data_Download.html >>>>>>>>> >>>>>>>>> Upon browsing around the IMD site I found under Climate Monitoring >>>>>>>>> in top menu, https://imdpune.gov.in/lrfindex.php >>>>>>>>> Side menu: Gridded Data Archive -> All the data is there and >>>>>>>>> available just fine. >>>>>>>>> >>>>>>>>> >>>>>>>>> So, taking offline my data dump to save my server's bandwidth. >>>>>>>>> >>>>>>>>> >>>>>>>>> -- >>>>>>>>> Cheers, >>>>>>>>> Nikhil VJ >>>>>>>>> https://nikhilvj.co.in >>>>>>>>> >>>>>>>>> >>>>>>>>> On Thu, Oct 6, 2022 at 6:38 PM Nikhil VJ <nikhil...@gmail.com> >>>>>>>>> wrote: >>>>>>>>> >>>>>>>>>> Wow, Dead Internet Theory vibes 🤐 >>>>>>>>>> >>>>>>>>>> Ok, I've moved all the gridded data file copies that I had at my >>>>>>>>>> end to: https://server.nikhilvj.co.in/dump/imd_grid/ >>>>>>>>>> >>>>>>>>>> Disclaimer: they were download from <currently down> source >>>>>>>>>> <https://imdpune.gov.in/Clim_Pred_LRF_New/Grided_Data_Download.html> >>>>>>>>>> on 13th July 2022, and their sha256 checksums are at: >>>>>>>>>> >>>>>>>>>> https://github.com/answerquest/IMD-grid-data-work/blob/main/sha256_checksum_rain.txt >>>>>>>>>> >>>>>>>>>> https://github.com/answerquest/IMD-grid-data-work/blob/main/sha256_checksum_tmax.txt >>>>>>>>>> >>>>>>>>>> https://github.com/answerquest/IMD-grid-data-work/blob/main/sha256_checksum_tmin.txt >>>>>>>>>> >>>>>>>>>> Beyond that digital trail, no guarantee on integrity of the data >>>>>>>>>> from my side. Use at own risk. >>>>>>>>>> >>>>>>>>>> This code snippet should help you turn a file into a flat CSV >>>>>>>>>> table: >>>>>>>>>> >>>>>>>>>> import imdlib >>>>>>>>>> rain1 = imdlib.open_data('rain', 2010, 2010, >>>>>>>>>> 'yearwise').get_xarray().to_dataframe() >>>>>>>>>> rain2 = rain1[rain1['rain'] > -100].reset_index() >>>>>>>>>> rain2.to_csv('dump.csv',index=False) >>>>>>>>>> >>>>>>>>>> -- >>>>>>>>>> Cheers, >>>>>>>>>> Nikhil VJ >>>>>>>>>> https://nikhilvj.co.in >>>>>>>>>> >>>>>>>>>> >>>>>>>>>> On Thu, Oct 6, 2022 at 10:53 AM Akshay Kumar < >>>>>>>>>> akshay.cg...@gmail.com> wrote: >>>>>>>>>> >>>>>>>>>>> IMD_CSV.7z >>>>>>>>>>> <https://drive.google.com/file/d/1kYrptA1jYDhrAE5OiNQSQQrcpncQaRo_/view?usp=drive_web> >>>>>>>>>>> Clipped_rain_INDIA.7z >>>>>>>>>>> <https://drive.google.com/file/d/1JbZmrSJGMK87Ze6X2MPRWkt_SDw2I5TN/view?usp=drive_web> >>>>>>>>>>> Hi >>>>>>>>>>> Please find the attached shapefiles of the IMD Gridded rainfall >>>>>>>>>>> dataset clipped for India for the years 1990 to 2021. Also, I am >>>>>>>>>>> attaching >>>>>>>>>>> the csv files of rainfall datasets, which were further used for >>>>>>>>>>> creating >>>>>>>>>>> shapefiles of corresponding years. Please let me know if it solves >>>>>>>>>>> your >>>>>>>>>>> purpose. >>>>>>>>>>> You can clip out Himachal from the Indian shapefile. >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> *Profound RegardsAkshay Kumar* >>>>>>>>>>> >>>>>>>>>>> *LinkedIn <https://www.linkedin.com/in/akshay-kumar-a68572118/>* >>>>>>>>>>> *+91-8198834098* >>>>>>>>>>> >>>>>>>>>>> P Please don't print this e-mail unless you really need to. Go >>>>>>>>>>> Green. >>>>>>>>>>> *Every 3000 A4 Size papers costs 1 tree.* >>>>>>>>>>> >>>>>>>>>>> >>>>>>>>>>> On Thu, Oct 6, 2022 at 10:39 AM georg...@gmail.com < >>>>>>>>>>> georgel...@gmail.com> wrote: >>>>>>>>>>> >>>>>>>>>>>> Thank you Nikhil, As Vastav said that link is no longer >>>>>>>>>>>> available. Is there any chance that you have collected the data? I >>>>>>>>>>>> want >>>>>>>>>>>> data for Himachal from 2000 - 2021 >>>>>>>>>>>> Thank you >>>>>>>>>>>> >>>>>>>>>>>> On Thursday, 6 October 2022 at 03:11:55 UTC+5:30 >>>>>>>>>>>> f201...@hyderabad.bits-pilani.ac.in wrote: >>>>>>>>>>>> >>>>>>>>>>>>> Hi Nikhil >>>>>>>>>>>>> It seems like the link used to get data no longer works. The >>>>>>>>>>>>> government has likely made the data inaccessible. Did you >>>>>>>>>>>>> download all the >>>>>>>>>>>>> files by any chance? Would it be possible to upload those in >>>>>>>>>>>>> google drive? >>>>>>>>>>>>> >>>>>>>>>>>>> Thanks >>>>>>>>>>>>> Vastav Ratra >>>>>>>>>>>>> >>>>>>>>>>>>> On Wednesday, October 5, 2022 at 3:58:10 AM UTC+2 >>>>>>>>>>>>> nikh...@gmail.com wrote: >>>>>>>>>>>>> >>>>>>>>>>>>>> Hi Georgelio, >>>>>>>>>>>>>> >>>>>>>>>>>>>> I was able to extract the rainfall data just fine. >>>>>>>>>>>>>> Bit of programming is needed to get rid of junk data, and we >>>>>>>>>>>>>> need to work our way thru lot of files for multi-yr. Here is a >>>>>>>>>>>>>> repo with >>>>>>>>>>>>>> work done on it. >>>>>>>>>>>>>> >>>>>>>>>>>>>> https://github.com/answerquest/IMD-grid-data-work >>>>>>>>>>>>>> >>>>>>>>>>>>>> I made a viz of the data for a location nr my home in Pune, >>>>>>>>>>>>>> and the figures appear to corelate with local history (Panshet >>>>>>>>>>>>>> flood of >>>>>>>>>>>>>> 1962 for example shows up vividly). But I'd really like to know >>>>>>>>>>>>>> what the >>>>>>>>>>>>>> original raw data was using which the gridded data was obtained. >>>>>>>>>>>>>> >>>>>>>>>>>>>> I've loaded it all into a DB; should be able to get out >>>>>>>>>>>>>> specific data needed, let me know if you need for a particular >>>>>>>>>>>>>> location(s) >>>>>>>>>>>>>> and years range. >>>>>>>>>>>>>> >>>>>>>>>>>>>> Is there a use case for uploading a mirror dataset to zenodo >>>>>>>>>>>>>> or kaggle or someplace in simpler CSV form? (Big upload so >>>>>>>>>>>>>> better if there >>>>>>>>>>>>>> is a demand for it. Or, better if someone from the institution >>>>>>>>>>>>>> itself does >>>>>>>>>>>>>> it). I love the multi-dimensional array format they've used, but >>>>>>>>>>>>>> the junk >>>>>>>>>>>>>> values undo the storage savings (a .7z of flattened CSV may be >>>>>>>>>>>>>> smaller), >>>>>>>>>>>>>> and it's tougher to access for folks not in the know. >>>>>>>>>>>>>> >>>>>>>>>>>>>> - Nikhil >>>>>>>>>>>>>> https://nikhilvj.co.in >>>>>>>>>>>>>> >>>>>>>>>>>>>> On Tue, Oct 4, 2022, 15:37 georg...@gmail.com < >>>>>>>>>>>>>> georg...@gmail.com> wrote: >>>>>>>>>>>>>> >>>>>>>>>>>>>>> Hello all, >>>>>>>>>>>>>>> Gridded rainfall data for India in IMD is not working. I >>>>>>>>>>>>>>> need rainfall data for Himachal from 2010 to 2022. >>>>>>>>>>>>>>> Thanks >>>>>>>>>>>>>>> >>>>>>>>>>>>>>> -- >>>>>>>>>>>>>>> Datameet is a community of Data Science enthusiasts in >>>>>>>>>>>>>>> India. Know more about us by visiting http://datameet.org >>>>>>>>>>>>>>> --- >>>>>>>>>>>>>>> You received this message because you are subscribed to the >>>>>>>>>>>>>>> Google Groups "datameet" group. >>>>>>>>>>>>>>> To unsubscribe from this group and stop receiving emails >>>>>>>>>>>>>>> from it, send an email to datameet+u...@googlegroups.com. >>>>>>>>>>>>>>> To view this discussion on the web visit >>>>>>>>>>>>>>> https://groups.google.com/d/msgid/datameet/b6a669b9-6b30-41d6-bc22-cb960814bc6en%40googlegroups.com >>>>>>>>>>>>>>> <https://groups.google.com/d/msgid/datameet/b6a669b9-6b30-41d6-bc22-cb960814bc6en%40googlegroups.com?utm_medium=email&utm_source=footer> >>>>>>>>>>>>>>> . >>>>>>>>>>>>>>> >>>>>>>>>>>>>> -- >>>>>>>>>>>> Datameet is a community of Data Science enthusiasts in India. >>>>>>>>>>>> Know more about us by visiting http://datameet.org >>>>>>>>>>>> --- >>>>>>>>>>>> You received this message because you are subscribed to the >>>>>>>>>>>> Google Groups "datameet" group. >>>>>>>>>>>> To unsubscribe from this group and stop receiving emails from >>>>>>>>>>>> it, send an email to datameet+unsubscr...@googlegroups.com. >>>>>>>>>>>> To view this discussion on the web visit >>>>>>>>>>>> https://groups.google.com/d/msgid/datameet/628cda0d-26e3-4cf0-8e4e-fa7547a5d3efn%40googlegroups.com >>>>>>>>>>>> <https://groups.google.com/d/msgid/datameet/628cda0d-26e3-4cf0-8e4e-fa7547a5d3efn%40googlegroups.com?utm_medium=email&utm_source=footer> >>>>>>>>>>>> . >>>>>>>>>>>> >>>>>>>>>>> -- >>>>>>>>>>> Datameet is a community of Data Science enthusiasts in India. >>>>>>>>>>> Know more about us by visiting http://datameet.org >>>>>>>>>>> --- >>>>>>>>>>> You received this message because you are subscribed to the >>>>>>>>>>> Google Groups "datameet" group. >>>>>>>>>>> To unsubscribe from this group and stop receiving emails from >>>>>>>>>>> it, send an email to datameet+unsubscr...@googlegroups.com. >>>>>>>>>>> To view this discussion on the web visit >>>>>>>>>>> https://groups.google.com/d/msgid/datameet/CAH9bdtHQuk_uOM%2B0%3Da%2B8pDTPgP4HeNdbU2PaNB%2B2bT8CzAPiiw%40mail.gmail.com >>>>>>>>>>> <https://groups.google.com/d/msgid/datameet/CAH9bdtHQuk_uOM%2B0%3Da%2B8pDTPgP4HeNdbU2PaNB%2B2bT8CzAPiiw%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>>>>>>>>> . >>>>>>>>>>> >>>>>>>>>> -- >>>>>>>>> Datameet is a community of Data Science enthusiasts in India. Know >>>>>>>>> more about us by visiting http://datameet.org >>>>>>>>> --- >>>>>>>>> You received this message because you are subscribed to the Google >>>>>>>>> Groups "datameet" group. >>>>>>>>> To unsubscribe from this group and stop receiving emails from it, >>>>>>>>> send an email to datameet+unsubscr...@googlegroups.com. >>>>>>>>> To view this discussion on the web visit >>>>>>>>> https://groups.google.com/d/msgid/datameet/CAH7jeuMv5Kx5zE7YMpNXVbxezrOkc7MqFCoKnB-hJxFy-e5eqA%40mail.gmail.com >>>>>>>>> <https://groups.google.com/d/msgid/datameet/CAH7jeuMv5Kx5zE7YMpNXVbxezrOkc7MqFCoKnB-hJxFy-e5eqA%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>>>>>>> . >>>>>>>>> >>>>>>>> >>>>>>>> >>>>>>>> -- >>>>>>>> WITH REGARDS >>>>>>>> DR. PANKAJ KUMAR PANDEY >>>>>>>> >>>>>>>> -- >>>>>>>> Datameet is a community of Data Science enthusiasts in India. Know >>>>>>>> more about us by visiting http://datameet.org >>>>>>>> --- >>>>>>>> You received this message because you are subscribed to the Google >>>>>>>> Groups "datameet" group. >>>>>>>> To unsubscribe from this group and stop receiving emails from it, >>>>>>>> send an email to datameet+unsubscr...@googlegroups.com. >>>>>>>> To view this discussion on the web visit >>>>>>>> https://groups.google.com/d/msgid/datameet/CAPppCu5Eis3_%2BXudyGCu%3Dx5VrPSePV%2B01pWoyweuT5vaH3cfLg%40mail.gmail.com >>>>>>>> <https://groups.google.com/d/msgid/datameet/CAPppCu5Eis3_%2BXudyGCu%3Dx5VrPSePV%2B01pWoyweuT5vaH3cfLg%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>>>>>> . >>>>>>>> >>>>>>> -- >>>>>>> >>>>>>> *Profound RegardsAkshay Kumar* >>>>>>> >>>>>>> *LinkedIn <https://www.linkedin.com/in/akshay-kumar-a68572118/>* >>>>>>> *+91-8198834098* >>>>>>> >>>>>>> P Please don't print this e-mail unless you really need to. Go >>>>>>> Green. >>>>>>> *Every 3000 A4 Size papers costs 1 tree.* >>>>>>> >>>>>>> -- >>>>>>> Datameet is a community of Data Science enthusiasts in India. Know >>>>>>> more about us by visiting http://datameet.org >>>>>>> --- >>>>>>> You received this message because you are subscribed to the Google >>>>>>> Groups "datameet" group. >>>>>>> To unsubscribe from this group and stop receiving emails from it, >>>>>>> send an email to datameet+unsubscr...@googlegroups.com. >>>>>>> To view this discussion on the web visit >>>>>>> https://groups.google.com/d/msgid/datameet/CAH9bdtF4P0DLhSrkQ30aL--4SwQhHq3h_OFypZ2ws-fy9cB2VA%40mail.gmail.com >>>>>>> <https://groups.google.com/d/msgid/datameet/CAH9bdtF4P0DLhSrkQ30aL--4SwQhHq3h_OFypZ2ws-fy9cB2VA%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>>>>> . >>>>>>> >>>>>> >>>>>> >>>>>> -- >>>>>> WITH REGARDS >>>>>> DR. PANKAJ KUMAR PANDEY >>>>>> >>>>>> -- >>>>>> Datameet is a community of Data Science enthusiasts in India. Know >>>>>> more about us by visiting http://datameet.org >>>>>> --- >>>>>> You received this message because you are subscribed to the Google >>>>>> Groups "datameet" group. >>>>>> To unsubscribe from this group and stop receiving emails from it, >>>>>> send an email to datameet+unsubscr...@googlegroups.com. >>>>>> To view this discussion on the web visit >>>>>> https://groups.google.com/d/msgid/datameet/CAPppCu7DjAgQZQ%2BRpG_HmB%3DXTfdCsFmo%2Bk7fe-soBXZ_t_BTEg%40mail.gmail.com >>>>>> <https://groups.google.com/d/msgid/datameet/CAPppCu7DjAgQZQ%2BRpG_HmB%3DXTfdCsFmo%2Bk7fe-soBXZ_t_BTEg%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>>>> . >>>>>> >>>>> -- >>>> Datameet is a community of Data Science enthusiasts in India. Know more >>>> about us by visiting http://datameet.org >>>> --- >>>> You received this message because you are subscribed to the Google >>>> Groups "datameet" group. >>>> To unsubscribe from this group and stop receiving emails from it, send >>>> an email to datameet+unsubscr...@googlegroups.com. >>>> To view this discussion on the web visit >>>> https://groups.google.com/d/msgid/datameet/CAH7jeuOg1qUwCChb7RnhLi%2Bodf3YggfF3A7tO92jekQAjOCpzA%40mail.gmail.com >>>> <https://groups.google.com/d/msgid/datameet/CAH7jeuOg1qUwCChb7RnhLi%2Bodf3YggfF3A7tO92jekQAjOCpzA%40mail.gmail.com?utm_medium=email&utm_source=footer> >>>> . >>>> >>> >>> >>> -- >>> WITH REGARDS >>> DR. PANKAJ KUMAR PANDEY >>> >>> -- >>> Datameet is a community of Data Science enthusiasts in India. Know more >>> about us by visiting http://datameet.org >>> --- >>> You received this message because you are subscribed to the Google >>> Groups "datameet" group. >>> To unsubscribe from this group and stop receiving emails from it, send >>> an email to datameet+unsubscr...@googlegroups.com. >>> To view this discussion on the web visit >>> https://groups.google.com/d/msgid/datameet/CAPppCu66ncBcpz--PO%2Br%3DUkF2aQX6f%3DEK_PcjC8gSM95sh5HpQ%40mail.gmail.com >>> <https://groups.google.com/d/msgid/datameet/CAPppCu66ncBcpz--PO%2Br%3DUkF2aQX6f%3DEK_PcjC8gSM95sh5HpQ%40mail.gmail.com?utm_medium=email&utm_source=footer> >>> . >>> >> -- >> Datameet is a community of Data Science enthusiasts in India. Know more >> about us by visiting http://datameet.org >> --- >> You received this message because you are subscribed to the Google Groups >> "datameet" group. >> To unsubscribe from this group and stop receiving emails from it, send an >> email to datameet+unsubscr...@googlegroups.com. >> To view this discussion on the web visit >> https://groups.google.com/d/msgid/datameet/CAH7jeuM4Zx7S5v57T1zXy9HZt7XXxK5_rBOCo6wErP394cvT0w%40mail.gmail.com >> <https://groups.google.com/d/msgid/datameet/CAH7jeuM4Zx7S5v57T1zXy9HZt7XXxK5_rBOCo6wErP394cvT0w%40mail.gmail.com?utm_medium=email&utm_source=footer> >> . >> > > > -- > WITH REGARDS > DR. PANKAJ KUMAR PANDEY > > -- > Datameet is a community of Data Science enthusiasts in India. Know more > about us by visiting http://datameet.org > --- > You received this message because you are subscribed to the Google Groups > "datameet" group. > To unsubscribe from this group and stop receiving emails from it, send an > email to datameet+unsubscr...@googlegroups.com. > To view this discussion on the web visit > https://groups.google.com/d/msgid/datameet/CAPppCu4jM%3DoqPtQt9Eq_jWBtiXLMnwtEBwvzDdtG%3D-0wiiyy7g%40mail.gmail.com > <https://groups.google.com/d/msgid/datameet/CAPppCu4jM%3DoqPtQt9Eq_jWBtiXLMnwtEBwvzDdtG%3D-0wiiyy7g%40mail.gmail.com?utm_medium=email&utm_source=footer> > . > -- Datameet is a community of Data Science enthusiasts in India. Know more about us by visiting http://datameet.org --- You received this message because you are subscribed to the Google Groups "datameet" group. To unsubscribe from this group and stop receiving emails from it, send an email to datameet+unsubscr...@googlegroups.com. 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