All Questions
1,448 questions
279
votes
8
answers
594k
views
Add x and y labels to a pandas plot
Suppose I have the following code that plots something very simple using pandas:
import pandas as pd
values = [[1, 2], [2, 5]]
df2 = pd.DataFrame(values, columns=['Type A', 'Type B'],
...
- 4,146
163
votes
4
answers
235k
views
Annotate bars with values on Pandas bar plots
I was looking for a way to annotate my bars in a Pandas bar plot with the rounded numerical values from my DataFrame.
>>> df=pd.DataFrame({'A':np.random.rand(2),'B':np.random.rand(2)},index=[...
- 2,519
125
votes
5
answers
516k
views
How to plot two columns of a pandas data frame using points
I have a pandas dataframe and would like to plot values from one column versus the values from another column. Fortunately, there is plot method associated with the dataframes that seems to do what I ...
- 132k
121
votes
3
answers
136k
views
Pandas plot() without a legend
Using the pandas library in python and using
.plot()
on a dataframe, how do I display the plot without a legend?
- 9,264
91
votes
3
answers
177k
views
making matplotlib scatter plots from dataframes in Python's pandas
What is the best way to make a series of scatter plots using matplotlib from a pandas dataframe in Python?
For example, if I have a dataframe df that has some columns of interest, I find myself ...
user248237
57
votes
2
answers
165k
views
Plot multiple columns of pandas DataFrame using Seaborn
suppose I have DataFrame with columns ['X_Axis','col_2','col_3',...,'col_n',]
I need to plot the first column on X-Axis and rest on Y-Axis.
FYI : all the values have been grouped according to X-Axis, ...
- 1,992
47
votes
3
answers
174k
views
Xticks by pandas plot, rename with the string
I have this df:
df = pd.DataFrame({'A': [1, 2, 3], 'B': [2, 3, 5], 'C': ['name 1', 'name 2', 'name 3']})
A B C
0 1 2 name 1
1 2 3 name 2
2 3 5 name 3
What is it the correct way to ...
- 4,023
46
votes
3
answers
187k
views
Plot a bar plot from a Pandas DataFrame
Assuming I have a DataFrame that looks like this:
Hour V1 V2 A1 A2
0 15 13 25 37
1 26 52 21 45
2 18 45 45 25
3 65 38 98 14
I'm trying to create a bar plot to compare ...
- 481
36
votes
2
answers
78k
views
Plot Pandas DataFrame as Bar and Line on the same one chart
I am trying to plot a chart with the 1st and 2nd columns of data as bars and then a line overlay for the 3rd column of data.
I have tried the following code but this creates 2 separate charts but I ...
- 756
32
votes
2
answers
107k
views
How to surface plot/3d plot from dataframe
I am new to pandas and matplotlib. I couldn't get the exact reference to plot my DataFrame which has the following schema:
schema = StructType([
StructField("x", IntegerType(), True),
...
- 1,530
29
votes
2
answers
89k
views
Plot pandas dates in matplotlib
I have a fixed-width data file containing dates, but when I try to plot the data the dates are not displayed properly on the x-axis.
My files looks like
2014-07-10 11:49:14.377102 45
2014-07-10 ...
- 2,045
29
votes
3
answers
139k
views
How to set Dataframe Column value as X-axis labels
Say I have data in following format:
Region Men Women
City1 10 5
City2 50 89
When I load it in Dataframe and plot graph, it shows index as X-axis labels instead of Region name. How do I ...
- 15k
28
votes
4
answers
121k
views
plot multiple pandas dataframes in one graph
I have created 6 different dataframes that eliminate the outliers of their own original data frames. Now, I'm trying to plot all of the dataframes that eliminate the outliers on the same graph.
This ...
- 477
27
votes
4
answers
66k
views
Display count on top of seaborn barplot [duplicate]
I have a dataframe that looks like:
User A B C
ABC 100 121 OPEN
BCD 200 255 CLOSE
BCD 500 134 OPEN
DEF 600 125 CLOSE
ABC 900 632 OPEN
...
- 477
22
votes
4
answers
37k
views
Turn Pandas DataFrame of strings into histogram
Suppose I have a DataFrame of created like this:
import pandas as pd
s1 = pd.Series(['a', 'b', 'a', 'c', 'a', 'b'])
s2 = pd.Series(['a', 'f', 'a', 'd', 'a', 'f', 'f'])
d = pd.DataFrame({'s1': s1, 's2'...
- 847