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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

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Active: "I am an immigrant too. …" 3,653 comments · Page 48 of 147
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 …
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 …
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
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 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 …
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...
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...
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...
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Why dont Canadians come to india in heap and mass immigrate here? 🧐😸
Identity Attack0.40883094
Insult0.15414265
Profanity0.03489832
Threat0.036839653
Severe Toxicity0.018707745
Moderate 0.3389984 Low Con 0.215 Humor_Satire
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
So weird to call immigration ‘invasion’ ur content changed for the worse bro
So weird to call immigration ‘invasion’ ur content changed for the worse bro
Identity Attack0.18546575
Insult0.21368977
Profanity0.07676199
Threat0.008556974
Severe Toxicity0.012207031
Moderate 0.3389984 Low Con 0.195 Meta_Commentary
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
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)
Why even have an immigration minister. These people clearly have had a mission in mind, make all these failed/fake refugees into citizens for a perpetual Liberal Majority.
Why even have an immigration minister. These people clearly have had a mission in mind, make all these failed/fake refugees into citizens for a perpetual Liberal Majority.
Identity Attack0.2831485
Insult0.31740165
Profanity0.026727317
Threat0.0113014765
Severe Toxicity0.010070801
Moderate 0.3389984 Low Con 0.176 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
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'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
I'm an Indian immigrant, fully legal, we all want these fraud people to go back and only hard working and legal ones are welcomed who wants to accept the Canadian way of living.
Identity Attack0.32184324
Insult0.30797598
Profanity0.052183274
Threat0.0089712385
Severe Toxicity0.011138916
Moderate 0.3389984 Constructive 0.592 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for …
It not just Indians, also Persian’s and lots of Chinese people too. Canada is collapsing.😢All the Indians bring their grandparents too, and they contribute nothing to society except take immigration benefits that we’re paying for through taxes. Its truly frightening.😔
Identity Attack0.40883094
Insult0.17361937
Profanity0.023789622
Threat0.00780612
Severe Toxicity0.0125103295
Moderate 0.3389984 Constructive 0.524 Fear_Threat
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Fake news. The Liberals brought in more immigrants than they had housing for. Basic math was thrown out the window. It was insane.
Identity Attack0.10221587
Insult0.34101152
Profanity0.041912504
Threat0.008919456
Severe Toxicity0.0063705444
Moderate 0.3389984 Moderate Con 0.34 Policy_Critique
Feb 11, 2026 7 likes Canada's tighter immigration policy divides …
I think very less people have problems with other people who come legally and work legally. The problem mainly lies with the illegal and zero accountability towards that. Illegal immigration destroys culture and the country …
I think very less people have problems with other people who come legally and work legally. The problem mainly lies with the illegal and zero accountability towards that. Illegal immigration destroys culture and the country itself. I myself came to USA thinking I will be learning about american culture and maybe start adopting as well but all I saw was brown people because I was in tech which is widely dominated by brown people and it was very sad honestly.
Identity Attack0.41975367
Insult0.15769513
Profanity0.09260304
Threat0.011508608
Severe Toxicity0.014447021
Moderate 0.3389984 Constructive 0.759
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
They don’t have an issue with immigration. They have inissue with Islam.
They don’t have an issue with immigration. They have inissue with Islam.
Identity Attack0.4453683
Insult0.0817555
Profanity0.06495911
Threat0.008556974
Severe Toxicity0.0127685545
Moderate 0.3389984 Low Con 0.281 Identity_Assertion
Sep 9, 2025 Why Canadians Are Turning Against …
'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 …
Justin Trudeau wants only non-white immigrants. Everybody knows that. He will spend as much money as possible to let in as many as possible. Immigration should be stopped completely.
Justin Trudeau wants only non-white immigrants. Everybody knows that. He will spend as much money as possible to let in as many as possible.  Immigration should be stopped completely.
Identity Attack0.41052565
Insult0.10587067
Profanity0.026180768
Threat0.011741633
Severe Toxicity0.012703998
Moderate 0.3389984 Low Con 0.192
Jul 8, 2018 3 likes How much do refugees and …
Instead of crying, elect a anti immigrant government asap
Instead of crying, elect a anti immigrant government asap
Identity Attack0.36702603
Insult0.24835461
Profanity0.027000591
Threat0.011482717
Severe Toxicity0.010299683
Moderate 0.3389984 Low Con 0.211
Aug 30, 2025 2 likes Why Canadians Are Turning Against …

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.