From 2e8790a5b2e425aeedd0ca2fbdca4d401e4b17f7 Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Sun, 12 Apr 2026 23:18:26 +0000 Subject: [PATCH 1/2] Initial plan From baa30572ea3001bbe400d9408b06b15814fbd4bb Mon Sep 17 00:00:00 2001 From: "copilot-swe-agent[bot]" <198982749+Copilot@users.noreply.github.com> Date: Sun, 12 Apr 2026 23:21:04 +0000 Subject: [PATCH 2/2] Add reports/hai_report_test_11x.html: 11x sample size with harmonized CSS Agent-Logs-Url: https://github.com/stepminer/POLLNEX/sessions/301a5f55-9110-4213-9a0a-f6ef574e535f Co-authored-by: stepminer <70709034+stepminer@users.noreply.github.com> --- reports/hai_report_test_11x.html | 505 +++++++++++++++++++++++++++++++ 1 file changed, 505 insertions(+) create mode 100644 reports/hai_report_test_11x.html diff --git a/reports/hai_report_test_11x.html b/reports/hai_report_test_11x.html new file mode 100644 index 0000000..a328a7a --- /dev/null +++ b/reports/hai_report_test_11x.html @@ -0,0 +1,505 @@ + + + + + +Haiti Anger Index — POLLNEX Insights (11× Test) + + + + + + +
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🇭🇹 Haiti Anger Index (HAI™)

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+ A real-time composite measure of public sentiment across Haitian social media platforms + in English, French, and Haitian Creole. Powered by POLLNEX Insights. +

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+ ⚠️ Test Report — 11× Sample Size. + This is a simulated duplicate of the April 12, 2026 HAI report scaled to + 880 posts (11× the original 80-post sample). + All percentages, rates, and the HAI score (25.9) are unchanged. +
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25.9
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Concerned
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+ → Stable vs previous period +
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+ Based on 880 posts analysed | + 30.0% negative | + 2.5% positive | + 67.5% neutral +

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880
Total Posts
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264
Negative
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22
Positive
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594
Neutral
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25.9/100
HAI Score
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🔥 Top Anger Drivers

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TopicNeg. RateAnger Score
Public Safety & Crime56.5% +
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+ 79.1 +
Education60.0% +
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+
+ 54.0 +
Health & Healthcare42.9% +
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+ 47.1 +
Government & Corruption26.7% +
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+ 40.0 +
Natural Disasters33.3% +
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+ 40.0 +
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📱 Platform Breakdown

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🗣️ Language Breakdown

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📊 Topic Detail

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TopicPostsNeg%Weighted
Government & Corruption16526.7%40.0
International Relations13225.0%22.5
Human Rights & Diaspora12118.2%23.6
Public Safety & Crime25356.5%79.1
Economy & Poverty13225.0%32.5
Infrastructure990.0%0.0
Health & Healthcare7742.9%47.1
General1219.1%9.1
Natural Disasters3333.3%40.0
Education5560.0%54.0
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ℹ️ Methodology

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+ The Haiti Anger Index (HAI™) is computed by POLLNEX Insights as a composite of three weighted components: + (1) raw negative-sentiment rate (40%), (2) engagement-weighted negative rate (40%), and (3) a topic-severity + adjustment that amplifies issues such as kidnapping, corruption, and economic collapse (20%). + Sentiment is classified using a multilingual XLM-RoBERTa model trained on social-media data and validated + for English, French, and Haitian Creole. The index is scaled 0–100 where 0–25 = Calm, 26–50 = Concerned, + 51–75 = Agitated, 76–100 = Enraged. Data is sourced from Twitter/X, Facebook, YouTube, Reddit, and + major Haitian news RSS feeds. +

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