Assuming your PDF files are in your working directory, to create a movie file from a set of PDF files that you can execute:
exec("mogrify -verbose -density 500 -resize 800 -format png ./*.pdf")
exec("convert -delay 600 *.png movie.mp4")
This requires Imagemagick and Ghostscript to install. Powered by Linux / Mac OS X / Microsoft Windows. Not a vector.
If you want to generate several PDF files for testing commands, here is the python script that generates the PDF files:
import pandas as pd
import numpy as np
from matplotlib import pyplot as plt
for i in range(10):
np.random.seed(i)
dates = pd.date_range('1/1/2000', periods=50)
print('dates: {0}'.format(dates))
df = pd.DataFrame(np.random.randn(len(dates), 1), index=dates.astype(str), columns=['A'])
print('df: {0}'.format(df))
plt.figure(figsize=(60,15))
df.plot(y='A', use_index=True)
plt.xticks(rotation=70)
plt.savefig('plot_{0}.pdf'.format(i), dpi=300, bbox_inches='tight')
FYI: