BUG: read_excel fails to retrieve complete data / returns empty dataframe

[thuwon]

• I have checked that this issue has not already been reported.

• I have confirmed this bug exists on the latest version of pandas.

• (optional) I have confirmed this bug exists on the master branch of pandas.

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Note: Please read this guide detailing how to provide the necessary information for us to reproduce your bug.

Code Sample, a copy-pastable example

import pandas as pd 
import numpy as np
import os

df = pd.read_excel('BinanceExport.xlsx')
df

Problem description

pandas.read_excel doesn't correctly read certain binance.com xlsx exports (Microsoft Workbook format)

Trying to my binance exports returns an empty dataframe

df = pd.read_excel('BinanceExport.xlsx')
df

>>> Date(UTC)
    ---------

or

df = pd.read_excel('BinanceExport.xlsx')
df

>>> Empty DataFrame
    Columns: [Date(UTC)]
  

  Index: []

Renaming the file doesn't help, but manually resaving does

It seems related to this issue #39250
but mine isn't a corrupted file nor does it return an error

I posted a question on stackoverflow and the export is downloadable down below

Expected Output

return complete dataframe

Output of pd.show_versions()

[INSTALLED VERSIONS

commit : 3e89b4c
python : 3.9.0.final.0
python-bits : 64
OS : Darwin
OS-release : 19.6.0
Version : Darwin Kernel Version 19.6.0: Tue Nov 10 00:10:30 PST 2020; root:xnu-6153.141.10~1/RELEASE_X86_64
machine : x86_64
processor : i386
byteorder : little
LC_ALL : en_US.UTF-8
LANG : None
LOCALE : en_US.UTF-8

pandas : 1.2.0
numpy : 1.19.2
pytz : 2020.5
dateutil : 2.8.1
pip : 20.2.4
setuptools : 49.6.0.post20201009
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 2.11.2
IPython : 7.18.1
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : 3.0.6
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : 2.0.1
xlwt : None
numba : None]

BinanceExport.xlsx

[thuwon]

my bad #39001