首页 \ 问答 \ Seaborn:如何用条形图中的X轴替换索引?(Seaborn: How to replace index with text in X-Axis in barplot?)

Seaborn:如何用条形图中的X轴替换索引?(Seaborn: How to replace index with text in X-Axis in barplot?)

我有一个带有category列的数据集,它有表示类标签的整数值,即0,1,2 ......

我有单独的文件,其中包含该类别的文本标签,即对于索引0,它包含classA ,依此类推。 我想用下面的代码用seaborn绘制一个条形图。

import seaborn as sns
train_df = pd.read_csv("unclean_text.csv", sep='\t')
label_text = pd.read_csv("labels.csv")
is_dup = train_df['category'].value_counts()

plt.figure(figsize=(8,4))
sns.barplot(is_dup.index, is_dup.values, alpha=0.8, color=color[1])
plt.show()

它正确地绘制了每个班级频率的条形图。

在此处输入图像描述

但是我想要x轴上的文本标签而不是label_text的索引值, label_text也是长度为19(0-18)的列向量。 怎么做?


I have a dataset with category column which has integer values representing class label i.e 0,1,2.....

I have separate file which contains text labels for that category i.e against index 0, it contains classA and so on. I want to plot a barplot using seaborn with following code.

import seaborn as sns
train_df = pd.read_csv("unclean_text.csv", sep='\t')
label_text = pd.read_csv("labels.csv")
is_dup = train_df['category'].value_counts()

plt.figure(figsize=(8,4))
sns.barplot(is_dup.index, is_dup.values, alpha=0.8, color=color[1])
plt.show()

It correctly plots the barplot for frequency of each class.

enter image description here

But I want text labels on the x-axis instead of index values that are in label_text, which is also a column vector of length 19 (0-18). How to do it?


原文:https://stackoverflow.com/questions/45729609
更新时间:2023-07-04 16:07

最满意答案

我认为您需要找到max(优先级)并在连接中包含它以限制返回的行。 例如

SELECT
      *
FROM routine_actions AS ra
      JOIN routines AS r ON r.id = ra.routine_id
      JOIN account_routines AS ar ON ar.routine_id = r.id
      JOIN (
            SELECT
                  account_id
                , MAX(priority) AS max_priority
            FROM account_routines
            GROUP BY
                  account_id
      ) AS mxr ON ar.priority = mxr.max_priority
                  AND ar.account_id = mxr.account_id
      JOIN accounts AS a ON a.id = ar.account_id
WHERE ...

I think you need to locate the max(priority) and include that in the joins to limit the rows returned. e.g.

SELECT
      *
FROM routine_actions AS ra
      JOIN routines AS r ON r.id = ra.routine_id
      JOIN account_routines AS ar ON ar.routine_id = r.id
      JOIN (
            SELECT
                  account_id
                , MAX(priority) AS max_priority
            FROM account_routines
            GROUP BY
                  account_id
      ) AS mxr ON ar.priority = mxr.max_priority
                  AND ar.account_id = mxr.account_id
      JOIN accounts AS a ON a.id = ar.account_id
WHERE ...

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