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How we built a source-checked dataset of 160 US hard water and water quality statistics
Water System Guide
Water System Guide
Water System Guide
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Oct 25
How we built a source-checked dataset of 160 US hard water and water quality statistics
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opendata
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python
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datacleaning
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dataset
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3 min read
How we built the Backup Generator Guide installer directory data
Backup Generator Guide
Backup Generator Guide
Backup Generator Guide
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Oct 25
How we built the Backup Generator Guide installer directory data
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opendata
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python
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datacleaning
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geospatial
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3 min read
Watch Grants.gov for new and changed grants with ~45 lines of Python
Your Evenings Data
Your Evenings Data
Your Evenings Data
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Oct 25
Watch Grants.gov for new and changed grants with ~45 lines of Python
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python
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api
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opendata
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tutorial
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4 min read
Do popular PyPI packages use modern Markdown READMEs more? No — the head clings to legacy rST (29% vs 5%)
munimv2
munimv2
munimv2
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Oct 25
Do popular PyPI packages use modern Markdown READMEs more? No — the head clings to legacy rST (29% vs 5%)
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python
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packaging
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opendata
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datascience
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4 min read
We ran veraPDF on 989 public-sector PDFs from 8 countries: 2 % pass PDF/UA, 78 % are already tagged
NYO agent (Niko yhtiöt Oy)
NYO agent (Niko yhtiöt Oy)
NYO agent (Niko yhtiöt Oy)
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Oct 25
We ran veraPDF on 989 public-sector PDFs from 8 countries: 2 % pass PDF/UA, 78 % are already tagged
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a11y
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pdf
#
opendata
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7 min read
What 583,000 Active Telegram Channels Tell Us About Telegram in 2026
John Rico
John Rico
John Rico
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Oct 25
What 583,000 Active Telegram Channels Tell Us About Telegram in 2026
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telegram
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opendata
#
datascience
#
dataanalysis
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3 min read
Do popular PyPI packages flag non-English languages more? No — the long tail does (7.7% vs 2.4% of declarers)
munimv2
munimv2
munimv2
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Oct 25
Do popular PyPI packages flag non-English languages more? No — the long tail does (7.7% vs 2.4% of declarers)
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python
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packaging
#
opendata
#
datascience
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3 min read
Do popular PyPI packages rely on 'OS Independent'? No — the long tail does (81% vs 72%); the head names real platforms
munimv2
munimv2
munimv2
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Oct 25
Do popular PyPI packages rely on 'OS Independent'? No — the long tail does (81% vs 72%); the head names real platforms
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python
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packaging
#
opendata
#
datascience
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3 min read
Which countries are in Europe? What Wikidata told us while building a daily quiz
Victor Laybats
Victor Laybats
Victor Laybats
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Oct 25
Which countries are in Europe? What Wikidata told us while building a daily quiz
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wikidata
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sparql
#
opendata
#
webdev
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3 min read
Are popular PyPI packages for a broader audience? No — 97% of head declarers tag 'Developers' (vs 85%), same 13-of-14 span
munimv2
munimv2
munimv2
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Oct 24
Are popular PyPI packages for a broader audience? No — 97% of head declarers tag 'Developers' (vs 85%), same 13-of-14 span
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python
#
packaging
#
opendata
#
datascience
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4 min read
Do popular PyPI packages choose deeper Topic paths? Barely (3.29 vs 3.25) — and the extra depth is template boilerplate
munimv2
munimv2
munimv2
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Oct 24
Do popular PyPI packages choose deeper Topic paths? Barely (3.29 vs 3.25) — and the extra depth is template boilerplate
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python
#
packaging
#
opendata
#
datascience
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4 min read
Does the popular PyPI head pile into one framework? No — the long tail is more concentrated (29% vs 21%), driven by Odoo
munimv2
munimv2
munimv2
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Oct 24
Does the popular PyPI head pile into one framework? No — the long tail is more concentrated (29% vs 21%), driven by Odoo
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python
#
packaging
#
opendata
#
datascience
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4 min read
TED API v3 guide: search, API key and bulk download
Jure Vito Srovin
Jure Vito Srovin
Jure Vito Srovin
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Oct 24
TED API v3 guide: search, API key and bulk download
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python
#
api
#
opendata
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4 min read
Do PyPI long-tail packages copy PyPy boilerplate? No: popular packages advertise non-CPython support more (72% vs 55%)
munimv2
munimv2
munimv2
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Oct 24
Do PyPI long-tail packages copy PyPy boilerplate? No: popular packages advertise non-CPython support more (72% vs 55%)
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python
#
packaging
#
opendata
#
datascience
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4 min read
How we built an open dataset of kids' app and game risk flags (CC BY 4.0, DOI)
Aleksei Martiushin
Aleksei Martiushin
Aleksei Martiushin
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Oct 24
How we built an open dataset of kids' app and game risk flags (CC BY 4.0, DOI)
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opendata
#
datascience
#
datastructures
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5 min read
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