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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

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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: "All of these immigrants should …" 3,653 comments · Page 48 of 147
Immigration fraud
Immigration fraud
Identity Attack0.36598656
Insult0.24171697
Profanity0.09001675
Threat0.009411395
Severe Toxicity0.01825585
Moderate 0.34328604 Moderate Con 0.375 Policy_Critique
Feb 3, 2026 3 likes Inside Canada's Indian Invasion...
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie …
The minister was probably chosen specifically because she was inept and wouldn't know what was going on in her department; that reduces the likelihood that anyone would be turned away a while longer. As Lorrie said - just like my Political Science professor pointed out almost 50 years ago - immigrants largely vote for whoever was in power when they arrived in the country. A very large percentage of the people that they bring into the country under a Liberal government are likely to vote Liberal. That's a (practically) guaranteed stream of new Liberal voters to replace the old Liberal voters who have become disillusioned by the Liberal Party's actions. It has to stop. We need to vet EVERYONE who comes in and we shouldn't be giving them gold-plated health care until we've granted them refugee status or permanent residency and they should be told that up front so no one is shocked or feels cheated. If they know that and still come, they'll know what they're facing. If they choose not to come, they've made an informed decision.
Identity Attack0.050443888
Insult0.40243408
Profanity0.049177196
Threat0.007974415
Severe Toxicity0.0060272217
Moderate 0.34328604 Constructive 0.796 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own …
Meanwhile immigrants get more welfare than hard working Canadians and they disrespect Campbada. Carney and the Trudeau Liberals appointed Liberal judges who refuse to uphold our laws but make their decisions based on their own opinion. We have immigrants like Indians, from India, and now they have built a 50’ idol of their god, and we allow Palistinians to terrorize our citizens while we give them sanctuary here. This is not a co-incidence. If you voted Liberal then you are just as responsible as the Liberal government who brought us to this state.
Identity Attack0.39773783
Insult0.24928534
Profanity0.028640235
Threat0.012958534
Severe Toxicity0.015867263
Moderate 0.34328604 Moderate Con 0.456
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008181547
Severe Toxicity0.01159668
Moderate 0.34328604 Moderate Con 0.375 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
Immigration Disrespect, Fraud, Crime, Tax Handouts, Scammers. Sexual Assault, Protest, Voter Fraud, Fake ID ect ect.
Immigration Disrespect, Fraud, Crime, Tax Handouts, Scammers. Sexual Assault, Protest, Voter Fraud, Fake ID ect ect.
Identity Attack0.28034934
Insult0.37392882
Profanity0.080318145
Threat0.0138755
Severe Toxicity0.109661035
Moderate 0.34328604 Low Con 0.228
Jun 19, 2025 1 likes How Canada broke its immigration …
Coping with immigrants is good
Coping with immigrants is good
Identity Attack0.36942887
Insult0.09416737
Profanity0.18786818
Threat0.11922921
Severe Toxicity0.023076924
Moderate 0.34328604 Moderate Con 0.307 Solidarity
Feb 12, 2026 Canada's tighter immigration policy divides …
Canada please stop allowing this immigration madness!
Canada please stop allowing this immigration madness!
Identity Attack0.29035977
Insult0.27146968
Profanity0.048425674
Threat0.009437286
Severe Toxicity0.01121521
Moderate 0.34328604 Low Con 0.221
Sep 30, 2025 IRCC Names India in Study …
Yes the main story is white people are poor because of immigration not the devaluation of the currency thats fake news
Yes the main story is white people are poor because of immigration not the devaluation of the currency thats fake news
Identity Attack0.3825363
Insult0.16195811
Profanity0.07047026
Threat0.008052089
Severe Toxicity0.0118255615
Moderate 0.34328604 Low Con 0.259 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
This is utter nonsense! Given the number of illegal refugees and the very large number of immigrants, the effect is costing the taxpayer a massive amount of money. Not only that but they also put …
This is utter nonsense! Given the number of illegal refugees and the very large number of immigrants, the effect is costing the taxpayer a massive amount of money. Not only that but they also put huge pressures on housing and jobs.
Identity Attack0.23846684
Insult0.31740165
Profanity0.041661996
Threat0.007314181
Severe Toxicity0.0076675415
Moderate 0.34328604 Constructive 0.568
Nov 2, 2017 21 likes How much do refugees and …
Immigration policy is suicidal.
Immigration policy is suicidal.
Identity Attack0.2808415
Insult0.14150882
Profanity0.12815644
Threat0.13313138
Severe Toxicity0.01644827
Moderate 0.34328604 Low Con 0.218 Policy_Critique
Jan 15, 2026 Canada’s new rules in 2026
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you …
Fire a gun… get immediately deported, do not pass Go, do not collect $200. Commit ANY CRIME more than a traffic violation… get immediately deported, do not pass Go, do not collect $200. Claim you are a “student” or “refugee” when you are not… Get immediately deported, do not pass Go, do not collect $200. The immigration program has run amok. We are literally paying to have criminals sustained in this country.
Identity Attack0.18468912
Insult0.20901857
Profanity0.02973333
Threat0.17964768
Severe Toxicity0.015479924
Moderate 0.3389984 Low Con 0.246 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
'Canadians' are immigrants! 😂😅
'Canadians' are immigrants! 😂😅
Identity Attack0.39207554
Insult0.16766082
Profanity0.04491858
Threat0.006427396
Severe Toxicity0.0126394415
Moderate 0.3389984 Low Con 0.24
Aug 25, 2025 Why Canadians Are Turning Against …
If you commit crime or bogus claim...should be deported and ne er allowed back or able to immigrant ever again...including their closest relatives
If you commit crime or bogus claim...should be deported and ne er allowed back or able to immigrant ever again...including their closest relatives
Identity Attack0.36702603
Insult0.14331897
Profanity0.043916557
Threat0.13363713
Severe Toxicity0.015931819
Moderate 0.3389984 Low Con 0.247 Policy_Critique
Feb 24, 2026 'We do know that there's …
Illegal Migrants Crying About Immigration
Illegal Migrants Crying About Immigration
Identity Attack0.3817989
Insult0.16839184
Profanity0.10240069
Threat0.012181788
Severe Toxicity0.014253352
Moderate 0.3389984 Low Con 0.183 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
We need to have armed immigration officers rounding these people up who have overstayed! STOP THE MADNESS!
We need to have armed immigration officers rounding these people up who have overstayed! STOP THE MADNESS!
Identity Attack0.23239216
Insult0.15343215
Profanity0.04516909
Threat0.3490162
Severe Toxicity0.021290002
Moderate 0.3389984 Low Con 0.253
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very …
I'm so glad you did this video. Racist will be the first response. Yet, as Canadians we know that our Race is the minority and young white people refuse to work. It is also very hard when every single store; walmart; Fast food is all India. Other races will not be hired, so all we see are India taking over every taxi and every single job. They can tolerate having all their family live in one house, as they buy multiple homes. These homes are left empty, until enough house are bought to take over a lane or an entire neighbourhood. They are not hostile; extremely friendly, yet not as concerned about wearing hair net or beard net or gloves when preparing food. (We are told most are friendly but to be mindful of those that wear their head wrap. (Timmins Ontario has been taken over) ... According to 2021 Census data from Statistics Canada, there were approximately 765 people of South Asian descent living in the Timmins census agglomeration. Recent estimates and community reports suggest this number has continued to grow through 2026, primarily driven by international students and economic immigration. Population Estimates and Demographics Indian Immigrants: As of the 2021 Census, 115 residents in Timmins were specifically listed as having India as their place of birth, a significant increase from 55 in 2016. South Asian Population: The broader "South Asian" visible minority group—which predominantly includes people of Indian heritage—numbered 765 in 2021, representing 1.9% of the total population. This was a sharp rise from only 165 people in 2016. International Students: A significant portion of the Indian community consists of students at Northern College. Reports indicate that since 2017, the college has enrolled nearly 2,000 international students, with approximately 96% originating from India. Recent Growth Trends (2022–2026) While the official 2026 Census data is not yet available, current local indicators point to a sustained increase in the Indian community: Rebounding Population: Mayor Michelle Boileau noted in 2024 that Timmins' population has reached its highest levels in over a decade due to immigration and industry opportunities. Newcomers: Since 2021, over 700 newcomers have arrived in Timmins through programs like the Rural and Northern Immigration Pilot (RNIP). Cultural Infrastructure: The growth of the community led to the establishment of the city's first Sikh temple to serve the expanding Sikh and Indian resident base. Note that "North American Indian" refers specifically to Indigenous First Nations people, of which there were approximately 2,640 in Timmins as of 2021. This is distinct from the population of people with origins in the country of India.
Identity Attack0.3817989
Insult0.19967617
Profanity0.048425674
Threat0.013321015
Severe Toxicity0.014705247
Moderate 0.3389984 Constructive 0.844
Jan 27, 2026 Inside Canada's Indian Invasion...
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham …
On the Canadian Government website it labels India as a high risk travel location and cites high rates of sexual assault, terrorism, and elevated crimes against foreigners. Yeah... Lets bring that over here. Many sham schools in India abuse our immigration merit system. What's even worse is that we bring in different groups of people from that region indiscriminately, and they fight each other when they get here too... who would have thought??? Indian people are great, when you actually thoroughly vet them. If you check the numbers given by the Canadian government its insanely disproportionate how many people are immigrating from India relative to other countries.
Identity Attack0.37012735
Insult0.24630153
Profanity0.050429728
Threat0.024580594
Severe Toxicity0.014188796
Moderate 0.3389984 Constructive 0.691 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
this is BS refugees and immigrants get treated better
this is BS  refugees and immigrants get treated better
Identity Attack0.28034934
Insult0.1662211
Profanity0.26641908
Threat0.0103175985
Severe Toxicity0.022322904
Moderate 0.3389984 Low Con 0.3
Apr 17, 2020 1 likes How much do refugees and …
Whole America doesn't belong it a white man. It belongs to all immigrants.
Whole America doesn't belong it a white man. It belongs to all immigrants.
Identity Attack0.41975367
Insult0.09855611
Profanity0.06495911
Threat0.008789998
Severe Toxicity0.0126394415
Moderate 0.3389984 Moderate Con 0.346
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Any i immigrant criminal convicted of a crime needs to be deported . With a permanent ban to return to Canada
Identity Attack0.37082586
Insult0.21135417
Profanity0.022423252
Threat0.046218675
Severe Toxicity0.0125103295
Moderate 0.3389984 Low Con 0.204 Call_To_Action
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Please don't blame Indians or immigrants from other countries, it is the government's responsibility and the people who voted for the Liberal Party have the same responsibility. Blaming immigrants is pointless.
Identity Attack0.36702603
Insult0.26957804
Profanity0.040158957
Threat0.00746953
Severe Toxicity0.007133484
Moderate 0.3389984 Constructive 0.643
Oct 5, 2025 11 likes Inside Canada's Indian Metropolis (Brampton)
6:33 the typical mindset of indians today and yesterday. The immigrant who migrated 50 years back they also had the same mindset. STOP COMPLAINING
6:33 the typical mindset of indians today and yesterday. The immigrant who migrated 50 years back they also had the same mindset. STOP COMPLAINING
Identity Attack0.37730414
Insult0.17610447
Profanity0.03464781
Threat0.007417747
Severe Toxicity0.0127685545
Moderate 0.3389984 Moderate Con 0.341 Identity_Assertion
Sep 26, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will …
I have no words to describe the immigration lawyer guy. I'll let others do that. Canada owes these people nothing. They are here on a temporary basis and now must leave. I suspect some will try to stay but most will go. Their options are miserable and likely far worse then in their home countries.
Identity Attack0.23163283
Insult0.34548226
Profanity0.027273865
Threat0.007857903
Severe Toxicity0.006790161
Moderate 0.3389984 Constructive 0.533 Policy_Critique
Jan 19, 2026 2 likes 2.9 million Canadian temporary visas …
Maybe the country needs to target some European immigrants like people from Ukraine
Maybe the country needs to target some European immigrants like people from Ukraine
Identity Attack0.39334553
Insult0.07872037
Profanity0.06145202
Threat0.13815513
Severe Toxicity0.01896597
Moderate 0.3389984 Low Con 0.239
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
it's funny how older immigrants that feel something is taken away from them by new immigrants. the same way whites feel about none white immigrants
Identity Attack0.41222036
Insult0.123407245
Profanity0.07740857
Threat0.009877442
Severe Toxicity0.012054443
Moderate 0.3389984 Moderate Con 0.444 Moral_Argument
Oct 11, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)

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.