In my dataframe I have, for each day, the mean value of cardiac frequency during the day and during the night that I previously calculated. The problem is that when I try to do a scatter plot, the values on the x axis get duplicated.
So this is my df.
date FC_mean_day FC_mean_night
0 2022-12-28 79.43 74.11
1 2022-12-29 74.25 75.00
2 2022-12-30 75.75 74.40
3 2022-12-31 70.91 72.90
4 2023-01-01 68.43 73.00
date datetime64\[ns\]
FC_mean_day float64
FC_mean_night float64
dtype: object
And this is what I have done to generate the scatter plot
fig,ax = plt.subplots()
plt.scatter(df5.date, df5.FC_mean_night, color= 'blue', label = 'Notte(22-06)', alpha=1, )
plt.scatter(df5.date, df5.FC_mean_day, color= 'yellow', label = 'Giorno(06-22)', alpha=1,)
my_format = mdates.DateFormatter('%d/%m/%y')
plt.rcParams["figure.figsize"] = (3,4)
plt.title("Media della Frequenza Cardiaca")
plt.xlabel('Data')
plt.ylabel('Valore')
plt.xticks(rotation = 90)
plt.legend(loc='center left', bbox_to_anchor=(1,0.5))
ax.yaxis.grid(color='grey', linestyle = 'dashed')
ax.set_axisbelow(True)
ax.xaxis.set_major_formatter(my_format)
plt.show()
And this is what it generates