datasci/analysis-voidlinux-popcorn
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Add descriptive file size text

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Marty Oehme 2025-09-27 11:34:52 +02:00
parent cbda8dca55
commit 62e3cedb03
Signed by: Marty
GPG key ID: 4E535BC19C61886E
1 changed files with 48 additions and 0 deletions
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48
popcorn.py
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@ -45,6 +45,39 @@ def _():
return sizes_df, sizes_df_raw
@app.cell(hide_code=True)
def _():
mo.md(
r"""
## Daily statistics file size
The simplest operation we can do is look at the overall file size for each
of the daily statistics files over time. The files consist of a long list
of packages which have been downloaded from the repositories that day,
along with the number of downloads. It also consists of the same list
separated by specifically downloaded versions of packages, so if somebody
downloads v0.9.1 and somebody else downloads v0.9.3 this would count both
downloads separately.
Another count is the number of different Kernels that have been used to
download (or downloaded?) from the repositories.
These are the major things that will lead to size increases in the file,
but not just for an increased amount of downloads --- we will get to those shortly.
No, an increase in file size here mainly suggests an increase in the
'breadth' of files on offer in the repository, whether that be a wider
variety of program versions or more different packages that people are
interested in.
So while the overall amount of downloads gives a general estimate of the
interest in the distribution, this can show a more 'distributor'-aligned
view on how many different aisles of the buffet people are eating from.
"""
)
return
@app.cell
def _(sizes_df):
(
@ -57,6 +90,21 @@ def _(sizes_df):
caption="Raw json file size, without any formatting, removal of markers, characters or newlines.",
)
)
return
@app.cell(hide_code=True)
def _():
mo.md(
r"""
As we can see, the difference over time is massive. Especially early on,
between 2019 and the start of 2021, the amount of different stuff
downloaded grew rapidly, with the pace picking up again starting 2023.
"""
)
return
@app.cell