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cjph8914
2020_benfords
Jupyter Notebook2020–2020
cjph8914 / 2020_benfords

2020_benfords

Discover this repository through its Hacker News conversations.

13Distinct people
14Mentions
0Explicit recommenders
365GitHub stars
REPOSITORY AT A GLANCE

What to know before exploring

What it is

A public description has not been verified.

Where it is used

No documented product use was verified in the last source check.

What people are saying

No recommendation phrase was found in the indexed comments.

No classified warning is attached to this page. Read the discussions before treating silence as approval.

Also in these discussions

No other repository is repeatedly linked in the same discussions.

This week on Hacker News

Nov 7–Nov 14 UTC · Direct repository links and separately labeled related project stories. Indexed through 11/14/2026, 3:56:07 PM UTC.

No direct repository links were found in the indexed HN discussions over the past seven days. Older discussions are available below.

Mentions over time

HN mentions by 3-hour interval14 dated mentions

Observed mentions: 2020-11-06 04:27:50 UTC to 2020-11-09 07:48:59 UTC.

012342020-11-06 03:00:00 UTC to 2020-11-06 06:00:00 UTC (exclusive): 2 mentions; 1 submissions, 1 commentsNov 6, 03:002020-11-06 06:00:00 UTC to 2020-11-06 09:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-06 09:00:00 UTC to 2020-11-06 12:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-06 12:00:00 UTC to 2020-11-06 15:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-06 15:00:00 UTC to 2020-11-06 18:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-06 18:00:00 UTC to 2020-11-06 21:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-06 21:00:00 UTC to 2020-11-07 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-07 00:00:00 UTC to 2020-11-07 03:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2020-11-07 03:00:00 UTC to 2020-11-07 06:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-07 06:00:00 UTC to 2020-11-07 09:00:00 UTC (exclusive): 3 mentions; 0 submissions, 3 comments2020-11-07 09:00:00 UTC to 2020-11-07 12:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-07 12:00:00 UTC to 2020-11-07 15:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2020-11-07 15:00:00 UTC to 2020-11-07 18:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 commentsNov 7, 15:002020-11-07 18:00:00 UTC to 2020-11-07 21:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-07 21:00:00 UTC to 2020-11-08 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 00:00:00 UTC to 2020-11-08 03:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 03:00:00 UTC to 2020-11-08 06:00:00 UTC (exclusive): 1 mentions; 1 submissions, 0 comments2020-11-08 06:00:00 UTC to 2020-11-08 09:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 09:00:00 UTC to 2020-11-08 12:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 12:00:00 UTC to 2020-11-08 15:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 15:00:00 UTC to 2020-11-08 18:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 18:00:00 UTC to 2020-11-08 21:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-08 21:00:00 UTC to 2020-11-09 00:00:00 UTC (exclusive): 0 mentions; 0 submissions, 0 comments2020-11-09 00:00:00 UTC to 2020-11-09 03:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 comments2020-11-09 03:00:00 UTC to 2020-11-09 06:00:00 UTC (exclusive): 4 mentions; 1 submissions, 3 comments2020-11-09 06:00:00 UTC to 2020-11-09 09:00:00 UTC (exclusive): 1 mentions; 0 submissions, 1 commentsNov 9, 06:00

Counts come from the repository’s dated source evidence. Index cutoff: 2026-11-02 08:16:59 UTC.

View mention counts and date ranges
UTC ranges include their start and exclude their end. Select a period to filter the source evidence.
PeriodStart (UTC)End (exclusive, UTC)MentionsSubmissionsComments
Nov 6, 03:002020-11-06 03:00:00 UTC2020-11-06 06:00:00 UTC211
Nov 6, 06:002020-11-06 06:00:00 UTC2020-11-06 09:00:00 UTC000
Nov 6, 09:002020-11-06 09:00:00 UTC2020-11-06 12:00:00 UTC000
Nov 6, 12:002020-11-06 12:00:00 UTC2020-11-06 15:00:00 UTC000
Nov 6, 15:002020-11-06 15:00:00 UTC2020-11-06 18:00:00 UTC000
Nov 6, 18:002020-11-06 18:00:00 UTC2020-11-06 21:00:00 UTC000
Nov 6, 21:002020-11-06 21:00:00 UTC2020-11-07 00:00:00 UTC000
Nov 7, 00:002020-11-07 00:00:00 UTC2020-11-07 03:00:00 UTC101
Nov 7, 03:002020-11-07 03:00:00 UTC2020-11-07 06:00:00 UTC000
Nov 7, 06:002020-11-07 06:00:00 UTC2020-11-07 09:00:00 UTC303
Nov 7, 09:002020-11-07 09:00:00 UTC2020-11-07 12:00:00 UTC000
Nov 7, 12:002020-11-07 12:00:00 UTC2020-11-07 15:00:00 UTC101
Nov 7, 15:002020-11-07 15:00:00 UTC2020-11-07 18:00:00 UTC000
Nov 7, 18:002020-11-07 18:00:00 UTC2020-11-07 21:00:00 UTC000
Nov 7, 21:002020-11-07 21:00:00 UTC2020-11-08 00:00:00 UTC000
Nov 8, 00:002020-11-08 00:00:00 UTC2020-11-08 03:00:00 UTC000
Nov 8, 03:002020-11-08 03:00:00 UTC2020-11-08 06:00:00 UTC110
Nov 8, 06:002020-11-08 06:00:00 UTC2020-11-08 09:00:00 UTC000
Nov 8, 09:002020-11-08 09:00:00 UTC2020-11-08 12:00:00 UTC000
Nov 8, 12:002020-11-08 12:00:00 UTC2020-11-08 15:00:00 UTC000
Nov 8, 15:002020-11-08 15:00:00 UTC2020-11-08 18:00:00 UTC000
Nov 8, 18:002020-11-08 18:00:00 UTC2020-11-08 21:00:00 UTC000
Nov 8, 21:002020-11-08 21:00:00 UTC2020-11-09 00:00:00 UTC000
Nov 9, 00:002020-11-09 00:00:00 UTC2020-11-09 03:00:00 UTC101
Nov 9, 03:002020-11-09 03:00:00 UTC2020-11-09 06:00:00 UTC413
Nov 9, 06:002020-11-09 06:00:00 UTC2020-11-09 09:00:00 UTC101

What Hacker News says

14 sources
From a comment: > This repo is attempting to apply Benford's Law to vote count distribution, so that's what actually needs to span multiple orders of magnitude. Precinct distribution is a factor in vote count distribution but it doesn't tell the whole story. I don't see the Milwaukee data in this repo, but take a look at the Chicago data: https://github.com/cjph8914/2020_benfords/blob/main/data/chi... Biden's vote totals are solidly contained within one order of magnitude, the 100-999 range. Trump's vote totals range from single digits into the hundreds, across three orders of magnitude. Jo Jorgensen is mostly in the 0-20 range, across two orders of magnitude.
In Ask HN: Benford's Law and 2020 Presidential Election
whatsreal·Nov 9, 2020Submission

Ask HN: Benford's Law and 2020 Presidential Election

I stumbled across the analysis below. Without wanting to be political, I'm sure that there is some valid explanation, but I'm curious. They Jupyter notebooks on github here: https://github.com/cjph8914/2020_benfords seem to show discrepancies in electoral data in Alleghany PA, Chicago IL, and Milwaukee WI. What is missing from their analysis? Is there a way to explain this (bad data, bad analysis, etc)? Should oddities be examined more closely?
14 points · Open discussion
What's convincing about it? The author doesn't even first verify that population sizes in each precinct/ward follow Benford's law before trying to apply it to the vote counts. If you read the issues, someone already pointed out that the distribution is not wide enough to expect Benford's law to hold even in principle https://github.com/cjph8914/2020_benfords/issues/9 The underlying issue is that vote counts are tallied over regions whose size and population are chosen to fall into reasonable bounds, so they don't follow a power law like e.g. the size of cities.
In Violating the Benford's Law

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