CODEWITHSUNDEEP
pythonpandasseaborn
Lfm_
Lfm_

Reputation: 107

Seaborn - categorical variables in x-y axis

I am trying to plot a swarmplot using categorical variables in the X-Y axis. I used melt to make a dataframe that looks like this:

Day Condition Category value
4   WT        cat1     96.0  
4   WT        cat1     74.0
7   WT        cat1     48.0
7   WT        cat1     79.0
10  WT        cat1     29.0
10  WT        cat1     49.0
4   WT        cat2     50.0
4   WT        cat2     57.0
4   WT        cat2     57.0
7   WT        cat2     75.0
7   WT        cat2     49.0
10  WT        cat2     51.0
10  WT        cat2     71.0
4   WT        cat3     19.0
4   WT        cat3     14.0
7   WT        cat3     54.0
7   WT        cat3     30.0
...

I would like to get a swarmplot showing the 'Category' in the y-axis and the 'Day' in the x-axis. In addition, the number of observations (Column 'value') should correspond to dots in every category per day.

Any help is highly appreciated,

Upvotes: 0

Views: 231

Answers (1)

Scott Boston
Scott Boston

Reputation: 153510

IIUC,

sns.swarmplot(x='Day', y='value', hue='Category', data=df)

Output:

enter image description here

Upvotes: 2

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