This application twXiv gives arXiv daily new submissions by tweets, abstracts by replies, cross-lists by retweets, and replacements by quotes and retweets. We use python3 scripts. twXiv is not affiliated with arXiv.
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Install pandas, ratelimit, semanticscholar, tweepy, twitter-text-parser, nameparser, and feedparser.
% pip3 install pandas ratelimit semanticscholar tweepy twitter-text-parser nameparser feedparser
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Let twXiv.py be executable.
% chmod +x twXiv.py
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Put the following python scripts in the same directory.
- twXiv.py
- twXiv_post.py
- twXiv_format.py
- twXiv_daily_feed.py
- twXiv_semantic.py
- arXiv_feed_parser.py
- variables.py
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Configure switches.json, logfiles.json, and aliases.json in the tests directory for your settings.
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accesses.json specifies twitter access keys and whether to use new submissions/abstracts/cross-lists/replacements by twXiv.
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logfiles.json indicates log file locations for tweet summaries, tweets, retweets, unretweets, and replies. You can check their formats by mathACb_tweet_summaries.csv, mathACb_tweets.csv, mathACb_retweets.csv, mathACb_unretweets.csv, mathACb_replies.csv, and mathACb_quotes.csv in the tests/logfiles director. twXiv needs a tweet log file for cross-lists and replacements. Other log files are useful to avoid duplication errors of tweets and retweets.
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aliases.json tells twXiv aliases of arXiv category names. For example, math.IT is an alias of cs.IT. Without this file, twXiv of rss feeds returns no new submissions, when you take the category name math.IT. If provided, twXiv replaces category names by their aliases for new submissions, cross-lists, and replacements.
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Configure variables.py for your settings.
- variables.py assigns format parameters for twXiv tweets and access frequencies for arXiv and twitter.
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arXiv_feed_parser.py is a simple arXiv feed parser for twXiv. We use this via twXiv_daily_feed.py to regularly obtain data.
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Outputs of twXiv can differ from arXiv new submission web pages. First, this can be due to bugs in my scripts or connection errors. Second, items of arXiv rss feeds are not necessarily the same as those of arXiv new submission web pages (see https://mastoxiv.page/@vela/109829294232368163). Third, arXiv_feed_parser for an arXiv category C gives new submissions whose primary subjects are the category C. Then, twXiv for the category C counts and tweets a new paper whose principal subject matches the category C.
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For example, let us assume that there is no new paper whose principal subject matches the category C, but there is a new paper P whose non-principal subject matches the category C. Then, the arXiv new submission web page of the category C lists the paper P as a new submission of the category C, not as a cross-list. However, twXiv keeps considering the paper P as a cross-list for the category C. Then, the output of twXiv for the category C differs from the arXiv new submission web page of the category C.
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One reason for this is to clarify what twXiv tweets, retweets, and quotes across categories. Another reason is that twitter does not like duplicate or substantially similar tweets from bots. So, twXiv maintains a single tweet for the title, authors, and abs/pdf identifiers of a new paper across bots in access keys. Furthermore, if configured, twXiv tries to retweet and quote for cross-lists and replacements from bots in access keys.
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On the use of metadata of arXiv articles, there is the web page of Terms of Use for arXiv APIs. As of the revision 0.8.0, this says that "You are free to use descriptive metadata about arXiv e-prints under the terms of the Creative Commons Universal (CC0 1.0) Public Domain Declaration." and "Descriptive metadata includes information for discovery and identification purposes, and includes fields such as title, abstract, authors, identifiers, and classification terms."
% ./twXiv.py -h
usage: twXiv.py [-h] --switches_keys SWITCHES_KEYS
[--logfiles LOGFILES] [--aliases ALIASES]
[--captions CAPTIONS] [--mode {0,1}]
arXiv daily new submissions by tweets, abstracts by
replies, cross-lists by retweets, and replacements by
quotes and retweets.
optional arguments:
-h, --help show this help message and exit
--switches_keys SWITCHES_KEYS, -s SWITCHES_KEYS
output switches and api keys in
json
--logfiles LOGFILES, -l LOGFILES
log file names in json
--aliases ALIASES, -a ALIASES
aliases of arXiv categories in
json
--captions CAPTIONS, -c CAPTIONS
captions of arXiv categories in
json
--mode {0,1}, -m {0,1}
1 for twitter and 0 for stdout
only
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New submissions for math.AC and math.AG with no log files:
% ./twXiv.py -s tests/switches.json -m 1 **process started at xxxx-xx-xx xx:xx:xx (UTC) starting a thread of retrieval/new submissions/abstracts for math.AC getting daily entries for math.AC waiting for a next thread of retrieval/new submissions/abstracts new submissions for math.AC no log files no log files utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AC arXiv id: url: https://twitter.com/user/status/ post method: tweet post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxxxxxx text: [xxxx-xx-xx Sun (UTC), 2 new articles found for mathAC] starting a thread of retrieval/new submissions/abstracts for math.AG getting daily entries for math.AG joining threads of retrieval/new submissions/abstracts utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AC arXiv id: xxxx.xxxxx url: https://twitter.com/user/status/ post method: tweet post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxxxxxx text: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx .... **process ended at xxxx-xx-xx xx:xx:xx (UTC) **elapsed time from the start: xx:xx:xx
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New submissions, abstracts, cross-lists and replacements (if any) for math.AC and math.AG:
% ./twXiv.py -s tests/switches.json -l tests/logfiles.json -a tests/aliases.json -c tests/captions.json -m 1 **process started at xxxx-xx-xx xx:xx:xx (UTC) starting a thread of retrieval/new submissions/abstracts for math.AC getting daily entries for math.AC waiting for a next thread of retrieval/new submissions/abstracts new submissions for math.AC utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AC arXiv id: url: https://twitter.com/user/status/ post method: tweet post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxxxxxxx text: [xxxx-xx-xx Sun (UTC), 2 new articles found for mathAC Commutative Algebra] starting a thread of retrieval/new submissions/abstracts for math.AG getting daily entries for math.AG joining threads of retrieval/new submissions/abstracts utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AC arXiv id: 2007.xxxxxx url: https://twitter.com/user/status/ post method: tweet post mode: 1 url: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx new submissions for math.AG utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AG arXiv id: url: https://twitter.com/user/status/ post method: tweet post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxxxxxxxxxx text: [xxxx-xx-xx Sun (UTC), 4 new articles found for mathAG Algebraic Geometry] utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AC arXiv id: 2007.xxxxxx url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx post method: reply post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx text: xxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxxx [1/4 of https://arxiv.org/abs/2007.xxxxxv1] ..... **crosslist process started at xxxx-xx-xx xx:xx:xx (UTC) **elapsed time from the start: xx:xx:xx start a crosslist thread of math.AC waiting for a next crosslist thread start a crosslist thread of math.AG joining crosslist threads **replacement process started at xxxx-xx-xx xx:xx:xx (UTC) **elapsed time from the start: xx:xx:xx **elapsed time from the cross-list start: xx:xx:xx quote-replacement starts start a quote-replacement thread of math.AC waiting for a next quote-replacement thread start a quote-replacement thread of math.AG ..... utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AG arXiv id: 2010.xxxx url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx post method: quote post mode: 0 url: https://twitter.com/user/status/ text: This https://arxiv.org/abs/xxxx.xxxx has been replaced..... ..... retweet-replacement starts start a retweet-replacement thread of math.AC waiting for a next quote-replacement thread start a retweet-replacement thread of math.AG utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AG arXiv id: 1900.xxxxx url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx post method: unretweet post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx text: utc: xxxx-xx-xx xx:xx:xx thread arXiv category: math.AG arXiv id: 1900.xxxxx url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx post method: retweet post mode: 1 url: https://twitter.com/user/status/xxxxxxxxxxxxxxxxxxxx text: ..... **process ended at xxxx-xx-xx xx:xx:xx (UTC) **elapsed time from the start: xx:xx:xx **elapsed time from the cross-list start: xx:xx:xx **elapsed time from the replacement start: xx:xx:xx
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Without the option
-c tests/captions.json
above, you gettext: [xxxx-xx-xx Sun (UTC), 4 new articles found for mathAG]
instead of
text: [xxxx-xx-xx Sun (UTC), 4 new articles found for mathAG Algebraic Geometry]
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0.0.1
- 2020-08-08, initial release.
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0.0.2
- 2020-08-15, added the -c option.
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0.1.0
- 2021-01-31, text counting by twitter-text-parser, replacements by quotes and retweets, and links to research tools.
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0.1.1
- 2021-03-02, minor fixes.
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0.1.2
- 2021-06-03, a fix for semantic scholar api update.
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0.1.3
- 2021-10-26, a fix for tweepy v4.
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0.1.4
- 2022-08-20, minor fixes.
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0.1.5
- 2022-01-09, a fix for semanticscholar 0.3.2.
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0.2.0
- 2023-06-25, a fix for twitter API V2 endpoints and a daily rate limit.
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0.3.0
- 2024-02-04, updated arXiv_feed_parser for arXiv rss re-implemented.
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0.3.1
- 2024-02-07, a minor update.
- https://twitter.com/mathACb: Commutative Algebra
- https://twitter.com/mathAGb: Algebraic Geometry
- https://twitter.com/mathAPb: Analysis of PDEs
- https://twitter.com/mathATb: Algebraic Topology
- https://twitter.com/mathCAbot: Classical Analysis and ODEs
- https://twitter.com/mathCObot: Combinatorics
- https://twitter.com/mathCTbot: Category Theory
- https://twitter.com/mathCVb: Complex Variables
- https://twitter.com/mathDGb: Differential Geometry
- https://twitter.com/mathDSb: Dynamical Systems
- https://twitter.com/mathFAbot: Functional Analysis
- https://twitter.com/mathGMb: General Mathematics
- https://twitter.com/mathGNb: General Topology
- https://twitter.com/mathGRbot: Group Theory
- https://twitter.com/mathGTb: Geometric Topology
- https://twitter.com/mathHOb: History and Overview
- https://twitter.com/mathITbot: Information Theory
- https://twitter.com/mathKTb: K-Theory and Homology
- https://twitter.com/mathLOb: Logic
- https://twitter.com/mathMGb: Metric Geometry
- https://twitter.com/mathMPb: Mathematical Physics
- https://twitter.com/mathNAb: Numerical Analysis
- https://twitter.com/mathNTb: Number Theory
- https://twitter.com/mathOAb: Operator Algebras
- https://twitter.com/mathOCb: Optimization and Control
- https://twitter.com/mathPRb: Probability
- https://twitter.com/mathQAb: Quantum Algebra
- https://twitter.com/mathRAb: Probability
- https://twitter.com/mathRTb: Representation Theory
- https://twitter.com/mathSGb: Symplectic Geometry
- https://twitter.com/mathSPb: Spectral Theory
- https://twitter.com/mathSTb: Statistics Theory
So Okada, [email protected], https://so-okada.github.io/
Since 2013-04, the author has been running the bots above for all arXiv math categories. Until 2020-08, the author used arxiv_speaker https://github.com/misho104-obsolete/arxiv_speaker. Sho Iwamoto wrote it by ruby for tweeting new submissions with titles, authors, and ids. However, it was discontinued. Therefore, the author has written twXiv by python3, adding functions such as abstracts by replies, cross-lists by retweets, and replacements by quotes and retweets. Since 2020-08, the bots above have used twXiv on gcp free tier.
For more background, see a paper on these bots, bots of Notionsandnotes, and the author's comments:
I am running these bots mainly just for convenience of sharing wisdom of arXiv papers for each arXiv category.
— So Okada (@vela) May 9, 2016
This would end my 32 math arXiv twitter bots such as https://t.co/w8cCIaUlBM, https://t.co/2j62N9Vk8a, ... They have shared wisdom of arXiv papers with comments, discussions, or jokes not just to academics but to the public. I have maintained them nearly 10 years from 2013-04. https://t.co/J0WUSSTlwZ
— So Okada (@vela) February 5, 2023
Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.