Improving the appearance of a stacked barchart with ggplot2, dplyr, and forcats (CC103)

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  • เผยแพร่เมื่อ 14 ธ.ค. 2024

ความคิดเห็น • 33

  • @Riffomonas
    @Riffomonas  3 ปีที่แล้ว +4

    Without using a different chart type, what else would you do to improve the appearance of these stacked bar charts?

    • @erickcardenas6055
      @erickcardenas6055 3 ปีที่แล้ว +1

      You can facet by taxa with scales=free_y.

    • @trevorjgould
      @trevorjgould 3 ปีที่แล้ว +1

      @@erickcardenas6055 then sort facets so highest mean y is first.

  • @mikodine
    @mikodine ปีที่แล้ว +2

    Love stacked bar charts! What alternative do you prefer?

  • @david6661997
    @david6661997 2 ปีที่แล้ว +2

    Interesting, I'm back to R and study how write code, this video is useful for start to make charts with weather information, thanks for your video was very helpful.

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว +1

      My pleasure. Thanks for watching!

  • @liliabkar
    @liliabkar ปีที่แล้ว

    Thanks for sharing these.very helpful!!

  • @sven9r
    @sven9r 3 ปีที่แล้ว +1

    amazing videos! glad I found your stuff! greetings from germany :)

    • @Riffomonas
      @Riffomonas  3 ปีที่แล้ว

      My pleasure - thanks for watching!

  • @julianrozenberg2036
    @julianrozenberg2036 2 ปีที่แล้ว +2

    Well, the.beauty of you presentations is that you not only learn R.... Actually, what I learn is English😃😃😃

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว

      Ha! That’s wonderful to hear. Thanks for watching 🤓

  • @johnschloss694
    @johnschloss694 3 ปีที่แล้ว +2

    Nice vid!

    • @Riffomonas
      @Riffomonas  3 ปีที่แล้ว

      You’re awesome!

  • @minhtrungdang1853
    @minhtrungdang1853 2 ปีที่แล้ว +1

    Thank you for the video. What will we do if we want to sort bar in order. For example, we want to put Fermicute at the bottom and the mean will increase in the order : Healthy, Diarrhea C difficile positive, and Diarrhea C difficile negative ?

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว +1

      Keep watching the later episodes in that series where I cover that. Still, I strongly encourage using side by side bars/boxes over stacked bars

    • @minhtrungdang1853
      @minhtrungdang1853 2 ปีที่แล้ว

      @@Riffomonas Thank you ! what post you discuss on this issue? I used stacked bar chart and side by side when I need two

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว

      @@minhtrungdang1853 th-cam.com/video/w4X3o6MQjVA/w-d-xo.html

  • @yaqinguo8971
    @yaqinguo8971 3 ปีที่แล้ว +1

    great video. Thanks

    • @Riffomonas
      @Riffomonas  3 ปีที่แล้ว

      You are welcome!

  • @thorbjornf.8873
    @thorbjornf.8873 2 ปีที่แล้ว

    Thanks a lot! Is there a way (not manually) to reorder the stacked bar plots in a specific/ascending order of the most abundant taxa (Firmicutes)? Leaving Healthy on the left, changing the position of Diarrhea pos. to middel and Diarrhea neg. to the right?

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว +2

      Thanks for watching! Just to be clear - I hate stacked bar charts 😂 You could make the disease status a factor and order the factor by whatever you want

  • @ndipagbor7280
    @ndipagbor7280 2 ปีที่แล้ว +1

    Thank you so much for your lectures. They really help me understand the basics of R.
    I have a questions concerning barcharts in ggplot2. Is there a way to place the bars and tick labels between the tick marks rather than on them? This is possible in excel. It will be nice to replicate that in R

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว +1

      I know it’s possible. Probably would involve using the theme function on the major and minor axis ticks

    • @ndipagbor7280
      @ndipagbor7280 2 ปีที่แล้ว

      @@Riffomonas Thank you so much. I'll try that again and see what I get.

  • @JacobHackman-q6d
    @JacobHackman-q6d ปีที่แล้ว

    Would it be better to separate the phyla into their own graphs and look at them separately? Like different facets or grids? One for each Phyla?

    • @Riffomonas
      @Riffomonas  9 หลายเดือนก่อน

      Hopefully you found my other videos, but my preference woudl be to put the taxa on the x-axis and cluster the treatment groups within each taxa. Then represent the individual samples with a jitter plot

  • @johnschloss694
    @johnschloss694 3 ปีที่แล้ว +2

    nice vid

  • @muhammadrahmanalishah6188
    @muhammadrahmanalishah6188 2 ปีที่แล้ว +1

    how we calculate percentage of each sample.. can you tell me..?

    • @Riffomonas
      @Riffomonas  2 ปีที่แล้ว +1

      I forget what I did here but you should be able to group by the sample and then look at the count divided by the sum of the counts for each group to get the relative abundance. Multiply by 100 to get the percentage

    • @muhammadrahmanalishah6188
      @muhammadrahmanalishah6188 2 ปีที่แล้ว

      @@Riffomonas Thank you so much

  • @cristianjaviermena6955
    @cristianjaviermena6955 ปีที่แล้ว

    THE MANNNNNNN thanks a lot

  • @christophschweingruber936
    @christophschweingruber936 ปีที่แล้ว

    Great videos! You can simplify the pooling of taxa with forcats::fct_lump functions into one step, which I find really handy.