Pandas DataReader 错误 = 长度不匹配：预期轴有 8 个元素，新值有 7 个元素

Question

当我想从 St.Louis Fed 导入数据时，Python 给我这样的错误：

Length mismatch: Expected axis has 8 elements, new values have 7 elements.

我可以通过删除数据帧的最后一列来解决这个错误，但我需要它。我该怎么办？

import matplotlib.pyplot as plt
import pandas_datareader.data as pdr
import pandas as pd
import datetime

start = datetime.datetime(2000, 1, 1)
end = datetime.datetime(2021, 5, 1)
df = pdr.DataReader(
    [
        "WFRBSB50215",
        "WFRBST01134",
        "WFRBST01122",
        "WFRBSN09139",
        "WFRBSB50189",
        "WFRBST01110",
        "WFRBSB50191",
        "WFRBSN09148",
    ],
    "fred",
    start,
    end,
)
df.columns = [
    "Share of Total Net Worth Held by the Bottom 50% (1st to 50th Wealth Percentiles)",
    "Share of Total Net Worth Held by the Top 1% (99th to 100th Wealth Percentiles)",
    "Share of Corporate Equities and Mutual Fund Shares Helb By Top1%(99th to 100th Wealth Percentiles)",
    "Share of Financial Assets Held by the 90th to 99th Wealth Percentiles",
    "Share of Total Assets Held by the Bottom 50% (1st to 50th Wealth Percentiles)",
    "Share of Real Estate Held by the Top 1% (99th to 100th Wealth Percentiles)",
    "Share of Real Estate Held by the Bottom %50(1st to 50th Wealth Percentiles)"
    "Share of Mortgages Held by the 90th to 99th Wealth Percentiles",
]
ax = df.plot(subplots=True, figsize=(12, 12), linewidth=3.5, colormap="summer")
plt.xlabel("Date")
ax[
    0,
].set_title("Share of Total Net Worth Held by the Bottom 50%")
ax[
    0,
].set_ylabel("Percent of Aggregate")
ax[
    1,
].set_title("Share of Total Net Worth Held by the Top 1%")
ax[
    1,
].set_ylabel("Percent of Aggregate")
ax[
    2,
].set_title("Share of Corporate Equities and Mutual Fund Shares Helb By Top 1%")
ax[
    2,
].set_ylabel("Percent of Aggregate")
ax[
    3,
].set_title("Share of Financial Assets Held by the 90th to 99th Wealth Percentiles")
ax[
    3,
].set_ylabel("Percent of Aggregate")
ax[
    4,
].set_title("Share of Total Assets Held by the Bottom 50% ")
ax[
    4,
].set_ylabel("Percent of Aggregate")
ax[
    5,
].set_title("Share of Real Estate Held by the Top 1%")
ax[
    5,
].set_ylabel("Percent of Aggregate")
ax[
    6,
].set_title("Share of Real Estate Held by the Bottom %50")
ax[
    6,
].set_ylabel("Percent of Aggregate")
ax[
    7,
].set_title("Share of Mortgages Held by the 90th to 99th Wealth Percentiles")
ax[
    7,
].set_ylabel("Percent of Aggregate")
plt.tight_layout()
plt.show()

Answer 1

新 df.columns.

倒数第二个项目后面少了一个逗号

没有它，不同行上的字符串会聚集在一起，总共有 7 个元素，而不是预期的 8 个。

Pandas DataReader 错误 = 长度不匹配：预期轴有 8 个元素，新值有 7 个元素

Pandas DataReader Error = Length mismatch: Expected axis has 8 elements, new values have 7 elements

python

pandas

pandas-datareader