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Scrape stats from your AO3 stats page.

Project description

AO3StatScraper

AO3StatScraper is a small python package that provides command line scripts to fetch your AO3 (Archive Of Our Own) statistics to store and display them.

Installation

AO3StatScraper is available on PyPI, and can obtained any regular way you'd install a python package, e.g. using pip, conda, etc.

For example, using pip:

On Unix/OSX:

python3 -m pip install ao3statscraper

On Windows:

py -m pip install ao3statscraper

Alternately, the source code is available on gitlab. you can install a local version by cloning the repository using git. On OSX and Linux, you can use:

git clone https://gitlab.com/athenaslilowl1/AO3StatScraper.git    # get you the git repository
cd AO3StatScraper                                                 # go into the directory
python3 -m pip install .                                          # install package

User Guide

Overview: How It Works

AO3StatScraper simply downloads your AO3 stats page (pretty much the same as opening it in your browser and hitting Save this page...) and then extract the stats from that html content. To be able to access your stats, you need to log in to AO3, which is why AO3StatScraper will ask you for your username and password.

By default AO3StatScraper (i.e. the script ao3get) will store your current stats as a snapshot. This includes both your total user statistics as well as your individual work statistics. The data is written in the csv (Comma Separated Values) format, so plenty of other software and packages should be able to read it in easily. Your total user statistics are stored in a separate file from your work statistics.

Getting Started

The main use case for AO3StatScraper is to fetch and display your current AO3 statistics using scripts provided by AO3StatScraper. Currently, there are 5 scripts:

  • ao3get : The main script to fetch and display your AO3 stats.
  • ao3plot: Plots the stats stored with ao3get.
  • ao3diff: Show the difference in stats compared to an earlier date.
  • ao3_hits_to_kudos: List all your works in ascending order of their hits/kudos ratio
  • ao3_purge: Deletes saved stats such that there is a minumum time between the remaining ones

The scripts are discussed in more detail further below.

IMPORTANT: Before you can run the other scripts, you first need to configure AO3StatScraper. This is done by calling ao3get. It will launch the configuration dialogue automatically if it hasn't been configured yet. You can always re-configure it by invoking ao3get -c.

ao3get

This is the main script to fetch and store your AO3 stats. There are several running modes. When in doubt, invoke ao3get --help to see the available options.

The default running mode is --diff.

  • --all: Fetch and store current stats from AO3 into a snapshot, and display stats for all works.
  • --repeat: Don't fetch new stats, but show the changes between the last two stored stats snapshots.
  • --diff: Fetch and store current stats from AO3 into a snapshot, and display only stats for works that have changed since the last snapshot. If there were no changes in work stats, it will display only the user's total stats.
  • --config: Run the configuration dialogue and exit.
  • --remove-last: Deletes the last snapshot ao3get stored and exits. May come in handy if you're nervously re-downloading your stats every minute.
  • --no-write: This flag modifies the behavious for --all and --diff running modes. While current stats are fetched from AO3, they won't be written into a snapshot.

The list above does not cover all the available options. Please use ao3get --help to see all the available options.

Using ao3get requires you to log in to your AO3 account. You can either type in your username and password each time you invoke it, or you can store it with AO3StatScraper, locked behind a master password. There are no restrictions on how sophisticated your master password needs to be, so if you can't be inconvenienced, you can even leave it empty. Alternately, you can opt out of using a master password at all, although this is not encouraged. But it would allow you to e.g. set up an automated way to fetch your stats at regular times.

ao3plot

ao3plot will display some simple graphs based on the stored snapshots. It never stores snapshots itself, you will need to do that using ao3get.

By default, ao3plot will ask you to select which work you would like to see graphs of stats for. You can also select to plot your total user statistics.

Alternately, you can skip that dialogue by using the following flags:

  • -u: Show total user statistics.
  • -i [ID]: Show the statistics for the work with AO3 ID [ID]. For example, if your work is under the link https://archiveofourown.org/works/24280306, the ID would be 24280306.

It is possible that the stats graphs aren't displayed nicely on all screens. If that is the case for you, you may want to try the --no-prettify flag to obtain a bare-bones plot without any prettifications. It may not look as nice, but at least you should be able to see the data.

ao3diff

Fetch (but do not store) your AO3 stats and compare them to stats from the past. It never stores snapshots itself, you will need to do that using ao3get. By default, it will compare to your stats from a week ago, but you can also select a day, a week, a month, or a year back using the -d, -w, -m, or -y flag, respectively. Alternately, you can specify a date in the YYYY-MM-DD format.

ao3_hits_to_kudos

This script just reads in the last stored snapshot and prints out all your works in ascending order of their hits/kudos ratio.

ao3_purge

In case you find yourself in a situation where you feel you have stored way too many snapshots, ao3_purge offers you the option to delete stats snapshots such that there is some minimal time between them. By default, this frequency is set to 12h. You can provide the frequency you like using the --frequency flag.

Examples

This is example output what ao3get will show you when you run it:

default running mode, diff

It will only list the works that have changes since you last cheked (i.e. stored a snapshot).

But you can also view all your works:

show all works

Plotting the total user statistics with ao3plot will show you something like this:

plotting user stats

Running ao3plot for a specific work will give you 2 plots:

plotting work, Figure 1 plotting work, Figure 2

Having issues?

Please let me know by raising an issue on gitlab.

I'm using unix exclusively, so there may be issues on other operating systems. Testers and devs on OSX and windows are also very welcome to let me know what's working and what needs fixing.

Roadmap and Contributing

Help and contributions to maintain and extend this tool are very welcome!

Some ideas what might be added in the future include

  • Writing/reading of file formats other than csv.
  • Maybe add a GUI for CLI-averse users. This tool was always intended to be a command line tool on my end. Having never programmed a GUI in my life, I don't intend to start now. However, if anybody is willing to pack this up in a nice simple portable GUI, you are very welcome and encouraged to do so! I'll gladly add it to the repository.

I'm using unix exclusively, so there may be issues on other operating systems. Testers and devs on OSX and windows are also very welcome to let me know what's working and what needs fixing.

Acknowledgements

Parts of the AO3 fetching mechanism is lifted from the AO3 API package.

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