dear all, i am unable to understand the files link given in github, how to run it and any proper material (document/videos) to read it and proceed further. *Dr. Anilkumar T Dandekar* *Associate Professor of Agricultural Engineering* *in Soil and Water Conservation Engineering* *Dept of Agricultural Engineering,* *College of Agriculture,* *VC Farm, Mandya-571405* *Email ID: dandekara...@uasbangalore.edu.in <dandekara...@uasbangalore.edu.in>*
On Sat, Oct 15, 2022 at 12:11 PM Akshay Kumar <akshay.cg...@gmail.com> wrote: > 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. > To view this discussion on the web visit > https://groups.google.com/d/msgid/datameet/CAH9bdtEVcY5x-0cswu0Thvvgf%2Bh1RrP92YM9b60ub00v5MY8-g%40mail.gmail.com > <https://groups.google.com/d/msgid/datameet/CAH9bdtEVcY5x-0cswu0Thvvgf%2Bh1RrP92YM9b60ub00v5MY8-g%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/CAOYL-Ep3hWYgnr8L%3Dzi7U1CBowOfiD0XadKUTpc5GdDyFLfhPA%40mail.gmail.com.
