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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

click to expand

All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "And from the numbers that …" 415 comments · Page 17 of 17
So can't they track the students by their SIN number to see where they may be employed.
So can't they track the students by their SIN number to see where they may be employed.
Identity Attack0.0020256327
Insult0.0072468747
Profanity0.00997221
Threat0.0062267366
Severe Toxicity0.0005364418
Low Tox 0.009990019 Low Con 0.27
Sep 28, 2025 1 likes IRCC Names India in Study …
My multi-great grandfather was the first Mayor of Brampton (1874-1876). A number of his descendants are buried in Brampton.
My multi-great grandfather was the first Mayor of Brampton (1874-1876). A number of his descendants are buried in Brampton.
Identity Attack0.00310782
Insult0.007028373
Profanity0.010638315
Threat0.0068999166
Severe Toxicity0.00066280365
Low Tox 0.009675868 Constructive 0.624 Personal_Narrative
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
India is Fouth largest economy number 3 in 4 Wheeler market number 1 in Two wheeler market number 3 in Metro network number 3 in Aviation market
India is Fouth largest economy number 3 in 4 Wheeler market number 1 in Two wheeler market number 3 in Metro network number 3 in Aviation market
Identity Attack0.0052166977
Insult0.007123374
Profanity0.011219022
Threat0.006317357
Severe Toxicity0.0007724762
Low Tox 0.009550206 Low Con 0.238 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
The numbers in ontario and canada is six hundred thousand a year
The numbers in ontario and canada is six hundred thousand a year
Identity Attack0.0032743104
Insult0.0067433715
Profanity0.010040528
Threat0.0062396824
Severe Toxicity0.0006246567
Low Tox 0.008796243 Moderate Con 0.339
Nov 21, 2025 62 likes Quebec Ends Economic Immigration Program …
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love …
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love to see a bill breakdown. "$9 for insurance" That is a bill... "I work 8 and a half hours a day" So... That means you work 42 hours a week.
Identity Attack0.0019146391
Insult0.006999873
Profanity0.010604155
Threat0.005971058
Severe Toxicity0.00053167343
Low Tox 0.008482091 Constructive 0.708 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. …
At 3:33 he says parent grandparent program increased by 400%. I am not going to fact check other stats here but IRCC took in applicant last in 2020 and since then application intake is 0. The 2020 pool is used little by little everywhere 10k to 15k per year. So in 3 years 36k applicant processed. This 400% number probably is total received in 2020 vs previous years (process was different) from all over but that many DO NOT get invited to apply.
Identity Attack0.0015354111
Insult0.006724371
Profanity0.009920971
Threat0.0060778605
Severe Toxicity0.00051259995
Low Tox 0.008105109 Constructive 0.582 Unverified_Claim
Jan 20, 2026 2 likes Why Canada’s immigration system has …
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
This seems to nave become a problem because of the number of “new Canadians”. That’s the part your not suppose to say out loud but is the real problem in the American eye.
Identity Attack0.00019084592
Insult0.00051859475
Profanity0.000032082033
Threat0.000029981105
Severe Toxicity0.0000019248057
Low Tox 0.0012512739
Dec 8, 2025
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Still these numbers are way too high. All immigration should be stopped till housing situation is resolved.
Identity Attack0.00021178457
Insult0.00016407622
Profanity0.000013853454
Threat0.00009511885
Severe Toxicity0.0000025449883
Low Tox 0.0008347509 Policy_Critique
Apr 14, 2025
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the …
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the issues Canadians face.
Identity Attack0.00016129999
Insult0.00020965506
Profanity0.0000160642
Threat0.000034526518
Severe Toxicity0.0000022098052
Low Tox 0.0006739027
Apr 20, 2025 6 likes
Might as well give them your sin number.
Might as well give them your sin number.
Identity Attack0.00013632917
Insult0.00013602765
Profanity0.000043906453
Threat0.00017293115
Severe Toxicity0.000008612908
Low Tox 0.00062595017
Dec 11, 2025
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Identity Attack0.000083146835
Insult0.00015745849
Profanity0.000015644278
Threat0.000037995556
Severe Toxicity0.0000022768295
Low Tox 0.0004362653
Dec 7, 2025
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first …
I'll believe it when I see it! The Liberals won't, haven't released the immigration numbers so this could be just another Liberal, Carney fabrication. Why did the gov't allow so many people in the first place: to receive votes! That is the only reason!
Identity Attack0.00005422138
Insult0.00018341397
Profanity0.000019666739
Threat0.000021658203
Severe Toxicity0.000002216555
Low Tox 0.00042902053
Aug 11, 2025
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for …
Stick to the old points based system selecting the people coming in,exceptions for attracting talent in high tech,and have just a decent number of people coming.Yes we do need immigration but not over immigration for economical and social and integration reasons.
Identity Attack0.000064102234
Insult0.00011273673
Profanity0.000015791746
Threat0.0000211861
Severe Toxicity0.0000032512494
Low Tox 0.00027985268 Policy_Critique
Apr 16, 2025 3 likes
How the government is coordinating numbers of newcomers in relation to number of doctors added to the system? Same question applies to number of beds in hospitals, numbers of medical personnel, teachers etc
How the government is coordinating numbers of newcomers in relation to number of doctors added to the system? Same question applies to number of beds in hospitals, numbers of medical personnel, teachers etc
Identity Attack0.000044831824
Insult0.00013198885
Profanity0.000015901158
Threat0.000017449693
Severe Toxicity0.0000027787287
Low Tox 0.0002671678
Apr 16, 2025 2 likes
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause …
I am supportive of immigration, but I believe there should be a cap of no more than 1-2.5% annually. A significant number of migrants moving to Canada from the same region or country could cause issues, as this can lead to the formation of "mini-bubble" societies within Canada. These groups may sometimes become the dominant demographic and undermine the existing communities that have contributed to building Canada for decades. We cannot expect new immigrants to seamlessly merge into Canadian society. This is a major oversight by Canada’s Immigration Department. Digital applications from foreign nations may play a role in this phenomenon. There should also be regulations concerning how many new immigrants can be brought in by family members. For instance, one new citizen can legally bring both of their parents and their spouse, which is fair. However, there have been cases where this process is repeated multiple times within ten years, leading to a 1:15 ratio, where one person can bring in six to eight relatives. If there is a labor shortage in essential fields, Canada can offer long-term residency to those who continue to work in those sectors, such as caretakers. However, the pathway to citizenship could be lengthened or require a higher standard. For instance, the requirements could extend from X years of living in Canada to X+5 years, as well as passing a basic Canadian citizenship test, either written or verbal. While an increase of five years may seem unfair or lengthy, it is essential. A newborn child from a Canadian family requires 18 years to gain voting rights in elections, whereas new immigrants—especially those who come for study for four to six years—can potentially gain both citizenship and voting rights sooner if they meet the previous administration's standard. Children under the age of 18 can gain citizenship in as little as X-4 years, regardless of their full integration into Canadian society. This loophole is sometimes abused and provides preferential treatment that favors this process over existing Canadian. In my opinion, it would be fairer to calculate the duration of "living in Canada" based on the number of years they have paid "income taxes" in Canada. This is important because many individuals with multiple passports pay taxes elsewhere while benefiting from Canadian healthcare and other services. The investment in home buying as a pathway to citizenship has contributed to the housing crisis, resulting in numerous empty homes in various regions. While it may offer short-term economic benefits that some politicians favor, it is detrimental to Canada as a whole. If buying a house is the only requirement for citizenship, wouldn't a large portion of the global population be eligible for U.S. citizenship just by investing in U.S. businesses or stocks? This perspective may seem illogical when looking at it from outside the box. Apologies for being a bit wordy; I had much more to say. Nonetheless, I also support temporary residency for up to 6-9 months for those who have been evacuated due to war, natural disasters, or similar circumstances. Special exceptions can be granted for families with members working in critical fields that merit such considerations (high-end industry).
Identity Attack0.000069526875
Insult0.00010191088
Profanity0.000024604129
Threat0.0000227671
Severe Toxicity0.000003976266
Low Tox 0.00024560353 Policy_Critique
Apr 15, 2025 11 likes

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.