Canadian MP debate sentiment (monthly)

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Per-MP, per-month debate sentiment and topic engagement from the official House of Commons Hansard (45th Parliament, 1st session; keyless XML). Each row aggregates one MP's English floor interventions in a calendar month: participation counts, a documented lexicon-based sentiment read (fixed parliamentary word lists, 3-token negation window; French translations excluded via FloorLanguage gating), a 0-100 sentiment_score (50 = neutral) ranked within the month, and topic-engagement concentration (Herfindahl over debate topics) with the top topic named. Speakers are entity-resolved by the House's stable DbId person id; titled affiliations (ministers, the PM, parliamentary secretaries) resolve to the same person record. Units: counts, words, shares, scores. Caveats: months with no sittings (e.g. summer recess) are absent, never zero-filled; MP-months under 3 interventions / 100 words are dropped; French-original passages appear in the -E edition in official English translation. Primary key: (month, mp_dbid). Cadence: monthly; as_of is the latest sitting date, so identical input produces an identical content hash. Hansard text is House of Commons parliamentary material (Crown copyright; commercial_use = unclear) — only aggregate statistics are published, never speech text.

Les titres et les descriptions proviennent des sources de données, en anglais.

Source: House of Commons of Canada (Hansard)
Lignes: 1 154
Colonnes: 24
Cadence de la source: Mensuelle
Dernière actualisation: 28 sept. 2026
Thème: government

Colonne	Type	Description
as_of	string	Latest sitting date (YYYY-MM-DD) in the snapshot; a re-run on unchanged upstream data is a no-op ingest. (unit: date)
month	string	Calendar month of the sittings aggregated (YYYY-MM). Months with no sittings are absent. (unit: year-month)
mp_dbid	string	House of Commons stable person id (DbId); the entity-resolution key. (unit: id)
mp_name	string	MP display name, honorifics stripped. (unit: name)
party_code	string	Party code as printed (CPC, Lib., BQ, NDP, GP); null for the Speaker. (unit: code)
party_name	string	Canonical party name mapped from party_code. (unit: name)
riding	string	Electoral district. (unit: name)
role	string	Speaker role in the affiliation (mp/minister/prime_minister/speaker/deputy_speaker/assistant_deputy_speaker/parliamentary_secretary/secretary_of_state/party_leader/house_leader). (unit: label)
n_sittings	integer	Sitting days the MP spoke in the month. (unit: count)
n_interventions	integer	Spoken interventions in the month (>= 3 by gate). (unit: count)
words_total	integer	English floor words in the month (>= 100 by gate). (unit: words)
sentiment_words	integer	Words carrying lexicon sentiment weight. (unit: words)
sentiment_mean	float	Mean lexicon sentiment in [-1, 1] (sentiment-word-weighted; 0 = neutral). (unit: score)
sentiment_score	float	Documented 0-100 rescaling: 50*(1+sentiment_mean); 50 = neutral. (unit: 0-100)
sentiment_rank	integer	Rank within the month, 1 = most positive (ties share the lower rank); null when the row has no sentiment signal. (unit: rank)
tone_outlier	integer	1 when the MP's sentiment_mean is >= 2 standard deviations from the month mean. (unit: flag)
pos_word_share	float	Share of sentiment words that are positive. (unit: share)
neg_word_share	float	Share of sentiment words that are negative. (unit: share)
n_topics	integer	Distinct debate topics the MP spoke on. (unit: count)
top_topic	string	Debate topic with the most MP words that month. (unit: label)
top_topic_word_share	float	Share of the MP's words in the top topic. (unit: share)
topic_herfindahl	float	Herfindahl index of the MP's word shares across topics (1 = single-topic). (unit: index)
source_url	string	Provenance: House of Commons Hansard publication search. (unit: url)
row_hash	string	Deterministic 16-hex-char hash of the row's identity fields; identical input -> identical hash. (unit: hash)

10 premières lignes d’exemple — un aperçu, pas le jeu de données complet.

as_of	month	mp_dbid	mp_name	party_code	party_name	riding	role	n_sittings	n_interventions	words_total	sentiment_words	sentiment_mean	sentiment_score	sentiment_rank	pos_word_share	neg_word_share	n_topics	top_topic	top_topic_word_share	topic_herfindahl	source_url	row_hash
2026-09-25	2026-03	317555	Philip Earle	Lib.	Liberal	Labrador	mp	3	3	222	22	1	100	1	1	0	3	International Trade	0,356	0,336	https://www.ourcommons.ca/Search/en/publications/hansard	aa4afcd3aec6fc02
2026-09-25	2026-03	317846	Chris Bittle	Lib.	Liberal	St. Catharines	mp	2	3	204	2	1	100	1	1	0	0	—	0	0	https://www.ourcommons.ca/Search/en/publications/hansard	2379894aed54d810
2026-09-25	2026-03	317959	Chi Nguyen	Lib.	Liberal	Spadina—Harbourfront	mp	3	3	379	15	1	100	1	1	0	3	World Theatre Week	0,438	0,394	https://www.ourcommons.ca/Search/en/publications/hansard	f10a77793d4d7fb4
2026-09-25	2026-03	318044	Peter Schiefke	Lib.	Liberal	Vaudreuil	mp	3	3	302	6	1	100	1	1	0	2	Wild Bird Conservation	0,424	0,301	https://www.ourcommons.ca/Search/en/publications/hansard	783eb58755ef46e9
2026-09-25	2026-03	318605	Shafqat Ali	Lib.	Liberal	President of the Treasury Board	minister	1	12	668	11	1	100	1	1	0	2	Interim Supply	0,855	0,752	https://www.ourcommons.ca/Search/en/publications/hansard	0d6ea48a31db6178
2026-09-25	2026-03	318607	Rebecca Alty	Lib.	Liberal	Minister of Crown-Indigenous Relations	minister	2	4	372	21	1	100	1	1	0	4	Strengthening Canada's Immigration System and Borders Act	0,602	0,425	https://www.ourcommons.ca/Search/en/publications/hansard	940c1952de326f52
2026-09-25	2026-03	318660	Maninder Sidhu	Lib.	Liberal	Minister of International Trade	minister	4	10	569	28	1	100	1	1	0	7	International Trade	0,439	0,266	https://www.ourcommons.ca/Search/en/publications/hansard	ec2c80a94d5d7cf5
2026-09-25	2026-03	319418	Jennifer McKelvie	Lib.	Liberal	Parliamentary Secretary to the Minister of Housing and Infrastructure	parliamentary_secretary	1	4	349	34	0,941	97,06	8	0,971	0,029	3	Build Canada Homes Act	0,427	0,36	https://www.ourcommons.ca/Search/en/publications/hansard	48ccf3c9130af8f2
2026-09-25	2026-03	318631	François-Philippe Champagne	Lib.	Liberal	Minister of Finance and National Revenue	minister	4	19	1 720	122	0,902	95,08	9	0,951	0,049	7	Taxation	0,275	0,203	https://www.ourcommons.ca/Search/en/publications/hansard	cdaa1a7d98e7c89b
2026-09-25	2026-03	318011	Jean-Yves Duclos	Lib.	Liberal	Québec Centre	mp	3	6	642	39	0,897	94,87	10	0,949	0,051	3	An Act to Implement the Protocol on the Accession of the United Kingdom of Great Britain and Northern Ireland to the Comprehensive and Progressive Agreement for Trans-Pacific Partnership	0,489	0,323	https://www.ourcommons.ca/Search/en/publications/hansard	0dc7c190da6c3643

Dirigez n’importe quel LLM vers le point d’accès des métadonnées — la documentation ci-dessus est aussi lisible par machine (JSON-LD + Croissant).

cURL

curl "https://datazimuts.com/v1/datasets/ourcommons_hansard_sentiment/ca_mp_debate_sentiment_monthly" | jq '{title, rows, columns_count, license}'

Python

import requests

ds = requests.get("https://datazimuts.com/v1/datasets/ourcommons_hansard_sentiment/ca_mp_debate_sentiment_monthly").json()
print(ds["title"], ds["rows"], "rows")

# Sample rows for an LLM context window
for row in ds.get("sample_rows", [])[:5]:
    print(row)

Point d’accès API : https://datazimuts.com/v1/datasets/ourcommons_hansard_sentiment/ca_mp_debate_sentiment_monthly

Astuce : récupérez /llms.txt pour le catalogue complet lisible par machine.

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APA

House of Commons of Canada (Hansard). (2026). Canadian MP debate sentiment (monthly) [Data set, snapshot 20260928T112937Z-13896151b30b, sha256 13896151b30b]. Datazimuts. Retrieved 2026-09-28, from https://datazimuts.com/fr/datasets/ourcommons_hansard_sentiment/ca_mp_debate_sentiment_monthly?snapshot=20260928T112937Z-13896151b30b

BibTeX

@misc{dz_ourcommons_hansard_sentiment_ca_mp_debat_13896151,
  title        = {{Canadian MP debate sentiment (monthly)}},
  author       = {{House of Commons of Canada (Hansard)}},
  year         = {2026},
  publisher    = {Datazimuts},
  howpublished = {\url{https://datazimuts.com/fr/datasets/ourcommons_hansard_sentiment/ca_mp_debate_sentiment_monthly?snapshot=20260928T112937Z-13896151b30b}},
  note         = {Snapshot 20260928T112937Z-13896151b30b, sha256 13896151b30b6c3381aafe73d377308b62c1f3a5482430e819b7fce691cd0bc3; accessed 2026-09-28}
}

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Canadian MP debate sentiment (monthly)

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