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1000 results for “deepsha”
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#TidyTuesday US Monthly retail sales was extra fun to analyze with #Plotly in #rstats #QuartoPub #Quarto
Detailed article on #datacleaning #plotting and using #crosstalk to add interactivity in visualization is here: https://medium.com/@menghani.deepsha/tidytuesday-retail-sales-data-analysis-with-plotly-in-r-c8ca605d4d0
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For this week's #TidyTuesday I wanted to combine #ggmap and #gganimate. The reveal transition didn't work as expected and I cleaned the data to be cumulative so the previously approved elevators showed up as new ones start popping. Created functions to replicate for any year. #rstats Code: https://github.com/deepshamenghani/tidytuesday/tree/master/2022/Week_49_Elevators
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For this week's #TidyTuesday I wanted to combine #ggmap and #gganimate. The reveal transition didn't work as expected and I cleaned the data to be cumulative so the previously approved elevators showed up as new ones start popping. Created functions to replicate for any year. #rstats Code: https://github.com/deepshamenghani/tidytuesday/tree/master/2022/Week_49_Elevators
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For this week's #TidyTuesday I wanted to combine #ggmap and #gganimate. The reveal transition didn't work as expected and I cleaned the data to be cumulative so the previously approved elevators showed up as new ones start popping. Created functions to replicate for any year. #rstats Code: https://github.com/deepshamenghani/tidytuesday/tree/master/2022/Week_49_Elevators
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For this week's #TidyTuesday I wanted to combine #ggmap and #gganimate. The reveal transition didn't work as expected and I cleaned the data to be cumulative so the previously approved elevators showed up as new ones start popping. Created functions to replicate for any year. #rstats Code: https://github.com/deepshamenghani/tidytuesday/tree/master/2022/Week_49_Elevators
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For this week's #TidyTuesday I wanted to combine #ggmap and #gganimate. The reveal transition didn't work as expected and I cleaned the data to be cumulative so the previously approved elevators showed up as new ones start popping. Created functions to replicate for any year. #rstats Code: https://github.com/deepshamenghani/tidytuesday/tree/master/2022/Week_49_Elevators
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@RainofTerra the #HingaDingaDurgen #Empire shall rise.
Stop normalizing blocks, culdesacs, commercial areas and massive highways.
Instead, normalize whatever the hell this is.
#Norway #Norwegian #Kos #Hygge #Peace #Love #Unity #DeepShame #SelfHatred #WinterDepression #Flatbread #Solidarity #Welfare
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@allison_horst @deepsha @tanya_shapiro had an inspiring discussion about #ObservableJS for interactive #DataViz.
Since #OJS uses the grammar of graphics, it should be a straight forward transition from #RStats and #ggplot2.
Tanya’s and Deepsha’s advice for beginners: just start and start simple!
https://www.youtube.com/live/Bn2-MLHtBJ8?si=8B0xY3j0QnCk4tLQ
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Aus nostalgischen Gründen. 🖤
Sehr froh, dass ich sie noch gebraucht irgendwo bekommen habe.
#momox
#rebuy
#him
#razorbladeromance
#deepshadowsandbrillianthighlights -
@RainofTerra the #HingaDingaDurgen #Empire shall rise.
Stop normalizing blocks, culdesacs, commercial areas and massive highways.
Instead, normalize whatever the hell this is.
#Norway #Norwegian #Kos #Hygge #Peace #Love #Unity #DeepShame #SelfHatred #WinterDepression #Flatbread #Solidarity #Welfare
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@RainofTerra the #HingaDingaDurgen #Empire shall rise.
Stop normalizing blocks, culdesacs, commercial areas and massive highways.
Instead, normalize whatever the hell this is.
#Norway #Norwegian #Kos #Hygge #Peace #Love #Unity #DeepShame #SelfHatred #WinterDepression #Flatbread #Solidarity #Welfare
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@RainofTerra the #HingaDingaDurgen #Empire shall rise.
Stop normalizing blocks, culdesacs, commercial areas and massive highways.
Instead, normalize whatever the hell this is.
#Norway #Norwegian #Kos #Hygge #Peace #Love #Unity #DeepShame #SelfHatred #WinterDepression #Flatbread #Solidarity #Welfare
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@RainofTerra the #HingaDingaDurgen #Empire shall rise.
Stop normalizing blocks, culdesacs, commercial areas and massive highways.
Instead, normalize whatever the hell this is.
#Norway #Norwegian #Kos #Hygge #Peace #Love #Unity #DeepShame #SelfHatred #WinterDepression #Flatbread #Solidarity #Welfare
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@allison_horst @deepsha @tanya_shapiro had an inspiring discussion about #ObservableJS for interactive #DataViz.
Since #OJS uses the grammar of graphics, it should be a straight forward transition from #RStats and #ggplot2.
Tanya’s and Deepsha’s advice for beginners: just start and start simple!
https://www.youtube.com/live/Bn2-MLHtBJ8?si=8B0xY3j0QnCk4tLQ
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@allison_horst @deepsha @tanya_shapiro had an inspiring discussion about #ObservableJS for interactive #DataViz.
Since #OJS uses the grammar of graphics, it should be a straight forward transition from #RStats and #ggplot2.
Tanya’s and Deepsha’s advice for beginners: just start and start simple!
https://www.youtube.com/live/Bn2-MLHtBJ8?si=8B0xY3j0QnCk4tLQ
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@allison_horst @deepsha @tanya_shapiro had an inspiring discussion about #ObservableJS for interactive #DataViz.
Since #OJS uses the grammar of graphics, it should be a straight forward transition from #RStats and #ggplot2.
Tanya’s and Deepsha’s advice for beginners: just start and start simple!
https://www.youtube.com/live/Bn2-MLHtBJ8?si=8B0xY3j0QnCk4tLQ
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@allison_horst @deepsha @tanya_shapiro had an inspiring discussion about #ObservableJS for interactive #DataViz.
Since #OJS uses the grammar of graphics, it should be a straight forward transition from #RStats and #ggplot2.
Tanya’s and Deepsha’s advice for beginners: just start and start simple!
https://www.youtube.com/live/Bn2-MLHtBJ8?si=8B0xY3j0QnCk4tLQ
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R and Python sitting in a tree — R. E. T. I. C. U. LATE.
Our hackathon goal was to showcase how easy it is to work as a part of cross-language team of Python and R to deliver on end-to-end data science project.
This article deep dives into my journey of using #Reticulate in R to call API function calls written by Riesling in Python with the goal of getting relevant data into R data frames which we could then visualize using GGPlot2.
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How to access an #api for first time users. Riesling and I wanted to analyze data related to our hobby as part of msft hackathon. Here’s the first article in an upcomig series of analyzing Ravelry knitting projects data using #rstats and #python . Next up in series - Using #Reticulate to combine their powers!
https://medium.com/data-science-at-microsoft/how-to-access-an-api-for-first-time-api-users-879002f5f58d?source=friends_link&sk=c2763957800727392111bfe47da08fb3 -
R and Python sitting in a tree — R. E. T. I. C. U. LATE.
Our hackathon goal was to showcase how easy it is to work as a part of cross-language team of Python and R to deliver on end-to-end data science project.
This article deep dives into my journey of using #Reticulate in R to call API function calls written by Riesling in Python with the goal of getting relevant data into R data frames which we could then visualize using GGPlot2.
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R and Python sitting in a tree — R. E. T. I. C. U. LATE.
Our hackathon goal was to showcase how easy it is to work as a part of cross-language team of Python and R to deliver on end-to-end data science project.
This article deep dives into my journey of using #Reticulate in R to call API function calls written by Riesling in Python with the goal of getting relevant data into R data frames which we could then visualize using GGPlot2.
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R and Python sitting in a tree — R. E. T. I. C. U. LATE.
Our hackathon goal was to showcase how easy it is to work as a part of cross-language team of Python and R to deliver on end-to-end data science project.
This article deep dives into my journey of using #Reticulate in R to call API function calls written by Riesling in Python with the goal of getting relevant data into R data frames which we could then visualize using GGPlot2.
-
R and Python sitting in a tree — R. E. T. I. C. U. LATE.
Our hackathon goal was to showcase how easy it is to work as a part of cross-language team of Python and R to deliver on end-to-end data science project.
This article deep dives into my journey of using #Reticulate in R to call API function calls written by Riesling in Python with the goal of getting relevant data into R data frames which we could then visualize using GGPlot2.
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Day 7 #30DayMapChallenge - Navigation. Bringing back the voronoi network for Amtrak but this time for California, state with the most Amtrak stations.
@observablehq plot: https://observablehq.com/d/a4762f8e9496a5cd -
Day 3 - #30daychartchallenge - Polygons. I learned to make these graphic backgrounds with hexbins in @observablehq , also learned Alameda is one of the most ethnically diverse regions in Bay Area and the nation.
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Today’s top female lead singers of rock! 2026 Update
The list below identifies the reigning female lead singers of today’s rock music scene. Please note that it does not include singers who perform under their given name like Taylor Swift or Phoebe Bridgers. In Phoebe’s case, she does qualify for the list under Better Oblivion Community Center and boygenius.
Cliffords – Source: instagram.comHowever, in some instances, the band name listed is the same as the singer’s stage name, such as Blondshell and Girlhouse. As more outstanding female musical artists are discovered, they will added to the list. Peace and rock on!
Deep Sea Diver – Source: instagram.comIona Lynch – Cliffords (Ireland)
Julie Dawson – NewDad (Ireland) – added 12/2/25
Ellie Rowsell – Wolf Alice (England)
Jessica Dobson – Deep Sea Diver
Hayley Williams – Paramore
Sabrina Mae Teitelbaum – Blondshell
Lily Aron – Florence Road (Ireland)
Florence Road- Source: Spotify.comRitzy Bryan – The Joy Formidable (Wales)
Sharon Van Etten – Sharon Van Etten & The Attachment Theory
Etta Friedman and Allegra Weingarten – Momma
Florence Welch – Florence & The Machine (Ireland)
Annie Clark – St. Vincent
Phoebe Bridgers – Better Oblivion Community Center and boygenius
Jane Fitzsimmons – Twen – added 4/4/26
Twen – Source: songbyrddc.comShirley Manson – Garbage (England and USA)
Rebecca Lovell – Larkin Poe
Jordan Miller – The Beaches (Canada) – added 4/4/26
Venus O’Broin – Swapmeet (Australia) – added 4/4/26
Swapmeet -Source: monsterchildren.comEmily Haines – Metric and Broken Social Scene (Canada)
Lauren Luiz – Girlhouse
Leah Fay Goldstein – July Talk (Canada)
Karen Orzolek – Yeah, Yeah, Yeahs
Maisie Everett – Belair Lip Bombs (Australia) – added 4/4/26
Diana Suteu – The Palais (England)
Wolf Alice – Source: thetimes.co.uk #Blondshell #boygenius #DeepSeaDiver #florenceTheMachine #FlorenceRoad #garbage #girlhouse #Hole #JulyTalk #LarkinPoe #Metric #Momma #music #NewDad #Paramore #rock #StVincent #TheAttachmentTheory #TheJoyFormidable #ThePalais #WolfAlice #YeahYeahYeahs -
Today’s top female lead singers of rock! 2026 Update
The list below identifies the reigning female lead singers of today’s rock music scene. Please note that it does not include singers who perform under their given name like Taylor Swift or Phoebe Bridgers. In Phoebe’s case, she does qualify for the list under Better Oblivion Community Center and boygenius.
Cliffords – Source: instagram.comHowever, in some instances, the band name listed is the same as the singer’s stage name, such as Blondshell and Girlhouse. As more outstanding female musical artists are discovered, they will added to the list. Peace and rock on!
Deep Sea Diver – Source: instagram.comIona Lynch – Cliffords (Ireland)
Julie Dawson – NewDad (Ireland) – added 12/2/25
Ellie Rowsell – Wolf Alice (England)
Jessica Dobson – Deep Sea Diver
Hayley Williams – Paramore
Sabrina Mae Teitelbaum – Blondshell
Lily Aron – Florence Road (Ireland)
Florence Road- Source: Spotify.comRitzy Bryan – The Joy Formidable (Wales)
Sharon Van Etten – Sharon Van Etten & The Attachment Theory
Etta Friedman and Allegra Weingarten – Momma
Florence Welch – Florence & The Machine (Ireland)
Annie Clark – St. Vincent
Phoebe Bridgers – Better Oblivion Community Center and boygenius
Jane Fitzsimmons – Twen – added 4/4/26
Twen – Source: songbyrddc.comShirley Manson – Garbage (England and USA)
Rebecca Lovell – Larkin Poe
Jordan Miller – The Beaches (Canada) – added 4/4/26
Venus O’Broin – Swapmeet (Australia) – added 4/4/26
Swapmeet -Source: monsterchildren.comEmily Haines – Metric and Broken Social Scene (Canada)
Lauren Luiz – Girlhouse
Leah Fay Goldstein – July Talk (Canada)
Karen Orzolek – Yeah, Yeah, Yeahs
Maisie Everett – Belair Lip Bombs (Australia) – added 4/4/26
Diana Suteu – The Palais (England)
Wolf Alice – Source: thetimes.co.uk #Blondshell #boygenius #DeepSeaDiver #florenceTheMachine #FlorenceRoad #garbage #girlhouse #Hole #JulyTalk #LarkinPoe #Metric #Momma #music #NewDad #Paramore #rock #StVincent #TheAttachmentTheory #TheJoyFormidable #ThePalais #WolfAlice #YeahYeahYeahs -
Today’s top female lead singers of rock! 2026 Update
The list below identifies the reigning female lead singers of today’s rock music scene. Please note that it does not include singers who perform under their given name like Taylor Swift or Phoebe Bridgers. In Phoebe’s case, she does qualify for the list under Better Oblivion Community Center and boygenius.
Cliffords – Source: instagram.comHowever, in some instances, the band name listed is the same as the singer’s stage name, such as Blondshell and Girlhouse. As more outstanding female musical artists are discovered, they will added to the list. Peace and rock on!
Deep Sea Diver – Source: instagram.comIona Lynch – Cliffords (Ireland)
Julie Dawson – NewDad (Ireland) – added 12/2/25
Ellie Rowsell – Wolf Alice (England)
Jessica Dobson – Deep Sea Diver
Hayley Williams – Paramore
Sabrina Mae Teitelbaum – Blondshell
Lily Aron – Florence Road (Ireland)
Florence Road- Source: Spotify.comRitzy Bryan – The Joy Formidable (Wales)
Sharon Van Etten – Sharon Van Etten & The Attachment Theory
Etta Friedman and Allegra Weingarten – Momma
Florence Welch – Florence & The Machine (Ireland)
Annie Clark – St. Vincent
Phoebe Bridgers – Better Oblivion Community Center and boygenius
Jane Fitzsimmons – Twen – added 4/4/26
Twen – Source: songbyrddc.comShirley Manson – Garbage (England and USA)
Rebecca Lovell – Larkin Poe
Jordan Miller – The Beaches (Canada) – added 4/4/26
Venus O’Broin – Swapmeet (Australia) – added 4/4/26
Swapmeet -Source: monsterchildren.comEmily Haines – Metric and Broken Social Scene (Canada)
Lauren Luiz – Girlhouse
Leah Fay Goldstein – July Talk (Canada)
Karen Orzolek – Yeah, Yeah, Yeahs
Maisie Everett – Belair Lip Bombs (Australia) – added 4/4/26
Diana Suteu – The Palais (England)
Wolf Alice – Source: thetimes.co.uk #Blondshell #boygenius #DeepSeaDiver #florenceTheMachine #FlorenceRoad #garbage #girlhouse #Hole #JulyTalk #LarkinPoe #Metric #Momma #music #NewDad #Paramore #rock #StVincent #TheAttachmentTheory #TheJoyFormidable #ThePalais #WolfAlice #YeahYeahYeahs -
Today’s top female lead singers of rock! 2026 Update
The list below identifies the reigning female lead singers of today’s rock music scene. Please note that it does not include singers who perform under their given name like Taylor Swift or Phoebe Bridgers. In Phoebe’s case, she does qualify for the list under Better Oblivion Community Center and boygenius.
Cliffords – Source: instagram.comHowever, in some instances, the band name listed is the same as the singer’s stage name, such as Blondshell and Girlhouse. As more outstanding female musical artists are discovered, they will added to the list. Peace and rock on!
Deep Sea Diver – Source: instagram.comIona Lynch – Cliffords (Ireland)
Julie Dawson – NewDad (Ireland) – added 12/2/25
Ellie Rowsell – Wolf Alice (England)
Jessica Dobson – Deep Sea Diver
Hayley Williams – Paramore
Sabrina Mae Teitelbaum – Blondshell
Lily Aron – Florence Road (Ireland)
Florence Road- Source: Spotify.comRitzy Bryan – The Joy Formidable (Wales)
Sharon Van Etten – Sharon Van Etten & The Attachment Theory
Etta Friedman and Allegra Weingarten – Momma
Florence Welch – Florence & The Machine (Ireland)
Annie Clark – St. Vincent
Phoebe Bridgers – Better Oblivion Community Center and boygenius
Jane Fitzsimmons – Twen – added 4/4/26
Twen – Source: songbyrddc.comShirley Manson – Garbage (England and USA)
Rebecca Lovell – Larkin Poe
Jordan Miller – The Beaches (Canada) – added 4/4/26
Venus O’Broin – Swapmeet (Australia) – added 4/4/26
Swapmeet -Source: monsterchildren.comEmily Haines – Metric and Broken Social Scene (Canada)
Lauren Luiz – Girlhouse
Leah Fay Goldstein – July Talk (Canada)
Karen Orzolek – Yeah, Yeah, Yeahs
Maisie Everett – Belair Lip Bombs (Australia) – added 4/4/26
Diana Suteu – The Palais (England)
Wolf Alice – Source: thetimes.co.uk #Blondshell #boygenius #DeepSeaDiver #florenceTheMachine #FlorenceRoad #garbage #girlhouse #Hole #JulyTalk #LarkinPoe #Metric #Momma #music #NewDad #Paramore #rock #StVincent #TheAttachmentTheory #TheJoyFormidable #ThePalais #WolfAlice #YeahYeahYeahs -
Today’s top female lead singers of rock! 2026 Update
The list below identifies the reigning female lead singers of today’s rock music scene. Please note that it does not include singers who perform under their given name like Taylor Swift or Phoebe Bridgers. In Phoebe’s case, she does qualify for the list under Better Oblivion Community Center and boygenius.
Cliffords – Source: instagram.comHowever, in some instances, the band name listed is the same as the singer’s stage name, such as Blondshell and Girlhouse. As more outstanding female musical artists are discovered, they will added to the list. Peace and rock on!
Deep Sea Diver – Source: instagram.comIona Lynch – Cliffords (Ireland)
Julie Dawson – NewDad (Ireland) – added 12/2/25
Ellie Rowsell – Wolf Alice (England)
Jessica Dobson – Deep Sea Diver
Hayley Williams – Paramore
Sabrina Mae Teitelbaum – Blondshell
Lily Aron – Florence Road (Ireland)
Florence Road- Source: Spotify.comRitzy Bryan – The Joy Formidable (Wales)
Sharon Van Etten – Sharon Van Etten & The Attachment Theory
Etta Friedman and Allegra Weingarten – Momma
Florence Welch – Florence & The Machine (Ireland)
Annie Clark – St. Vincent
Phoebe Bridgers – Better Oblivion Community Center and boygenius
Jane Fitzsimmons – Twen – added 4/4/26
Twen – Source: songbyrddc.comShirley Manson – Garbage (England and USA)
Rebecca Lovell – Larkin Poe
Jordan Miller – The Beaches (Canada) – added 4/4/26
Venus O’Broin – Swapmeet (Australia) – added 4/4/26
Swapmeet -Source: monsterchildren.comEmily Haines – Metric and Broken Social Scene (Canada)
Lauren Luiz – Girlhouse
Leah Fay Goldstein – July Talk (Canada)
Karen Orzolek – Yeah, Yeah, Yeahs
Maisie Everett – Belair Lip Bombs (Australia) – added 4/4/26
Diana Suteu – The Palais (England)
Wolf Alice – Source: thetimes.co.uk #Blondshell #boygenius #DeepSeaDiver #florenceTheMachine #FlorenceRoad #garbage #girlhouse #Hole #JulyTalk #LarkinPoe #Metric #Momma #music #NewDad #Paramore #rock #StVincent #TheAttachmentTheory #TheJoyFormidable #ThePalais #WolfAlice #YeahYeahYeahs