TidyTuesday | TidyTuesday challenge , a weekly data visualization challenge
kandi X-RAY | TidyTuesday Summary
kandi X-RAY | TidyTuesday Summary
. My contributions to the #TidyTuesday challenge, a weekly social data project that focusses on understanding how to summarize and arrange data to make meaningful and/or beautiful charts with {ggplot2}, {tidyr}, {dplyr} and other tools that are part of the {tidyverse} ecosystem. The project was founded in 2018 by Thomas Mock and organized by the R4DS ("R for Data Science") online learning community. The intent is to provide a safe and supportive forum to practice their wrangling and data visualization skills. DISCLAIMER: no Illustrator or Photoshop was harmed during the making of these visualizations. certified ggplot quality. Feedback is very welcome via Twitter or mail.
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Trending Discussions on TidyTuesday
QUESTION
Right now I am trying to put icons in ggplot visualizations. To this end, I have checked a couple of tutorials on the web and when I run the following code example of Claus Wilke,
...ANSWER
Answered 2022-Apr-02 at 11:27The issue is that you use showtext
for the text rendering. Doing so requires to add local fonts via font_add
so that they could be used in the plot:
QUESTION
For this week's TidyTuesday
challenge, I am trying to plot a stream graph of the top 5 male names and their frequencies. I am using the following code for this purpose
ANSWER
Answered 2022-Mar-27 at 11:54What you call an error is just a warning. The issue with your code is that you have not filtered the data passed to streamgraph
for male observations. Fixing this will display your desired stream graph:
QUESTION
I have a dataset with a column which indicate the number of occurence of a group constituted by multiples variables. Here SEX
and COLOR
.
ANSWER
Answered 2022-Mar-25 at 09:53If an uncounted version is needed I would use tidyr::uncount()
, but consider the recommendation in this post to work with your original data
QUESTION
I'm getting an unexpected pattern of NAs from a left join. The data come from this week's Tidy Tuesday.
...ANSWER
Answered 2022-Feb-04 at 01:28I found the issue. On a hunch, I investigated the whitespace.
QUESTION
For this week's TidyTuesday challenge, I have been trying to make a table using reactable
package. To this end, I looked at some blog posts on making tables with reactable
in R and I made some progress, particularly with regard to customizing background colors and etc. However, although I tried for two-three days, I could not manage to add and customize titles in reactable
package. The blogs I have looked at gave some examples. For instance, in one example, the following code chunk is given to make a beautiful table.
ANSWER
Answered 2022-Jan-22 at 09:58Modify this:
QUESTION
I borrowed the R code from the link and produced the following graph:
Using the same idea, I tried with my data as follows:
...ANSWER
Answered 2021-Dec-27 at 22:55You can do calculations within a function for the x and y values to construct the ggplot
which extends the circle all the way round and gives labels correct heights.
I've adapted a function to work with other datasets. This takes a dataset in a tidy format, with:
- a 'year' column
- one row per 'event'
- a grouping variable (such as country)
I've used Nobel laurate data from here as an example dataset to show the function in practice. Data setup:
QUESTION
I would like to change the boolean values of my "success" column in my "members" dataframe. Specifically, I would like to change the True values to "success" and the False values to "fail". Would you know how to do this?
code :
...ANSWER
Answered 2021-Dec-11 at 15:28This can be easily done by using pandas replace(). Careful it is different from python's built-in replace .str.replace().
QUESTION
I would like to create a cat_month
column in my expeditions
dataframe. This column would contain the mountain category (small, medium or large) and I would like to assign a category according to the height contained in the highpoint_metres
column (with quartiles: small = height lower than the first quartile) but I can't manage to do it.
Data:
...ANSWER
Answered 2021-Dec-07 at 19:39Use np.select
which accepts a list of conditions, list of their corresponding values, and a default ("else") value.
The conditions are evaluated in order, so you can use this:
QUESTION
I would like to make a scatterplot with the dataframe :"df_death_mois1". But it doesn't work. The error message is : "x and y must be the same size". Can you help me ?
...ANSWER
Answered 2021-Dec-07 at 14:51reset_index
and then call plot.scatter
:
QUESTION
I have a dataframe "expeditions" where there are 3 columns ("basecamp_date", "highpoint_date" and "termination_date"). I would like to check that the basecamp date is before the highpoint date and before the termination date because I noticed that there are rows where this is not the case (see picture) Do you have any idea what I should do (a loop, a new dataframe...?)
Code
...ANSWER
Answered 2021-Dec-07 at 14:02Use Series.lt
for compare columns and chain masks by &
for bitwise AND
:
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