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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: "Most Canadians are not against …" 3,707 comments · Page 123 of 149
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Bro this too real can somebody remember the last time a Canadian made your ice cap??
Identity Attack0.02821777
Insult0.0198058
Profanity0.011765569
Threat0.0070034824
Severe Toxicity0.001964569
Low Tox 0.055521555 Moderate Con 0.335 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left …
At 16:00 This man is talks about new immigrants still keeping their culture and religion.Europeans first arrived in Canada around the early 11th century,berfore they arrived native people were living in Canada did European left their culture,language and religion and took the native culture and religion?.lets all take native Canadian language religion and culture.
Identity Attack0.04512853
Insult0.01632893
Profanity0.009681856
Threat0.006375613
Severe Toxicity0.0014686584
Low Tox 0.055521555 Constructive 0.537
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government …
Everything the Government did to hurt their own citizens and create scenarios that would never let the citizens of Canada to have an inclusive and integrated population. And it's worse for everyone and the government is taxing us more and spending it on everything but Canadians and Canadian infrastructure.
Identity Attack0.020178653
Insult0.023608726
Profanity0.010911589
Threat0.0068287146
Severe Toxicity0.0014209747
Low Tox 0.055274166 Moderate Con 0.438 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like …
I love how we have brought millions of new "skilled" Canadians into the country and they say there's not enough workers with skills to run our upcoming projects. With that big of backlog sounds like you need to shut the program down until you get caught up. This seems quite mis-managed, who was in charge for the last 10 years to let this spiral out of control so badly?
Identity Attack0.01565665
Insult0.025929155
Profanity0.011014067
Threat0.0067316215
Severe Toxicity0.0012397766
Low Tox 0.055274166 Constructive 0.677 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada …
This is the reality of Canada’s unchecked immigration policy. Meanwhile, while Canadian trade policy is being undermined by China and India who use inter ethnic conflict within Canada’s borders as a coercive tool subject Canada to their spheres of influence.
Identity Attack0.034042787
Insult0.020256994
Profanity0.009647697
Threat0.006647474
Severe Toxicity0.0013446808
Low Tox 0.055026773 Moderate Con 0.343
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
And the liberals want to give them better health care than real Canadians. This is 11 years of liberal government in action ladies and gentlemen.
Identity Attack0.02439919
Insult0.023995465
Profanity0.010587076
Threat0.0062914654
Severe Toxicity0.0013637543
Low Tox 0.055026773 Low Con 0.191 Policy_Critique
Feb 25, 2026 Canadian immigration officers investigating hundreds …
Canadians should not act all surprised and get their snobby knickers in a knot…you voted a PM and government who does not vet immigrants like they used to, sooo our country can no longer be …
Canadians should not act all surprised and get their snobby knickers in a knot…you voted a PM and government who does not vet immigrants like they used to, sooo our country can no longer be trusted not to be a holding tank for terrorists. Quit being so snobby and insulted. You voted for this.
Identity Attack0.014345914
Insult0.017642405
Profanity0.00015257297
Threat0.0005533936
Severe Toxicity0.0000046659866
Low Tox 0.054810215 Policy_Critique
Dec 10, 2025
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part …
(This can be viewed as assumptions but it's factual) Was at a A&W last night me and my fiancee were the only Canadians there... went to Walmart after.... Now sure I wasn't in every part of Walmart but I only seen one actual Canadian born worker... Sure it can be said it's assumption on my part but I am confident with my assumption based on what I saw. Our public transportation ( bus ) there's only 4 Canadians left. Now our busses speed, don't give time for people to get on safely.... accidents almost daily. And from what I heard there has to be a shuttle bus on standby because the new drivers just make false claims of accidents and issues so shuttle has to come and pick up the people on the bus to finish the route. Our rental market is far and thin. Our homeless is Canadians NOT foreign. And we are seeking illicit activities and mind altering chemicals to deal with the stress of life more and more each day. Concerns me my son and daughter have to grow up like this. I fear for them and their future in a country that I once believed in. I'm not racist I try my best to treat everyone fairly and equally. But Canada is changing and it's causing great impact we can't handle.
Identity Attack0.02138452
Insult0.024511116
Profanity0.015728042
Threat0.007832011
Severe Toxicity0.0019836426
Low Tox 0.054779384 Constructive 0.835
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
When there are ppl coming to Canada in high thousands and hardly anyone is canadian anymore. It's hard to speak up when you are few and far between
When there are ppl coming to Canada in high thousands and hardly anyone is canadian anymore. It's hard to speak up when you are few and far between
Identity Attack0.033011556
Insult0.019354604
Profanity0.011628932
Threat0.0066798385
Severe Toxicity0.0013160706
Low Tox 0.054779384 Constructive 0.554
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
🇨🇦 My theory is Canadian debt, deficit, aging population are so high Canada is hoping mass Immigration will pay the debt off, a debt the immigrants didn't incur.😮
Identity Attack0.03894114
Insult0.016860934
Profanity0.010518758
Threat0.0063367756
Severe Toxicity0.0013923645
Low Tox 0.054531995 Moderate Con 0.336 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Its all the rich and powerful that can exploit cheap labour that are in favour of immigration. Most Canadians cant find jobs, most of the average population is struggling, its unfortunate our government for the …
Its all the rich and powerful that can exploit cheap labour that are in favour of immigration. Most Canadians cant find jobs, most of the average population is struggling, its unfortunate our government for the past decade has only been listening to the needs of the rich
Identity Attack0.024801146
Insult0.0233509
Profanity0.010143006
Threat0.0062396824
Severe Toxicity0.0010919571
Low Tox 0.054531995 Moderate Con 0.493 Economic_Argument
Feb 13, 2026 Why Canada’s immigration system has …
If Quebec can loosen their language-related laws, existing Canadian citizens and permanent residents from across the country can actually get decent jobs without having to get in foreign workers.
If Quebec can loosen their language-related laws, existing Canadian citizens and permanent residents from across the country can actually get decent jobs without having to get in foreign workers.
Identity Attack0.041261412
Insult0.020256994
Profanity0.010826191
Threat0.006433869
Severe Toxicity0.0014781952
Low Tox 0.054531995 Moderate Con 0.4 Policy_Critique
Feb 13, 2026 Canada's tighter immigration policy divides …
It’s only a temporary setback. Don’t worry, Canadians. Buckle up, cause the big free ride going to end in the near future
It’s only a temporary setback. Don’t worry, Canadians. Buckle up, cause the big free ride going to end in the near future
Identity Attack0.019977676
Insult0.019419061
Profanity0.01261955
Threat0.011094344
Severe Toxicity0.0019550323
Low Tox 0.054531995 Moderate Con 0.307 Fear_Threat
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
When did Canadians become the free healthcare system to everyone else but Canadians
When did Canadians become the free healthcare system to everyone else but Canadians
Identity Attack0.03919895
Insult0.017807651
Profanity0.0108774295
Threat0.0062267366
Severe Toxicity0.0016593933
Low Tox 0.054531995 Low Con 0.286
Dec 28, 2025 Deportations From Canada at Their …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when elections are being rigged and infringed upon. I love my Country but I would welcome being the 51 st state right now because I am so discouraged and see no hope or change on the horizon.
Identity Attack0.014551271
Insult0.02567133
Profanity0.01309778
Threat0.0067445673
Severe Toxicity0.0012683868
Low Tox 0.054531995 Constructive 0.658 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
They can fly in thousands of these people a day, but they can only get 10 out? Seems it's all about votes and not about the lives of Canadians
They can fly in thousands of these people a day, but they can only get 10 out? Seems it's all about votes and not about the lives of Canadians
Identity Attack0.027413858
Insult0.0154929245
Profanity0.010894509
Threat0.012181788
Severe Toxicity0.0021362305
Low Tox 0.054531995 Moderate Con 0.32 Policy_Critique
Feb 18, 2026 12 likes Canadian immigration officers investigating hundreds …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn …
If you Canadians do nothing for that I’m telling you from experience you done the next years. I’m from Greece I move to Canada 2012 I didn’t speak English I go to college to learn English I follow the rules pay tax respect. in greece same thing happened, and rest of ther Europe (do something or you done)
Identity Attack0.0376521
Insult0.018774498
Profanity0.0118680475
Threat0.0065697995
Severe Toxicity0.0015640259
Low Tox 0.054284602 Constructive 0.601
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
How can any Canadian trust CBC, they work for justin.
How can any Canadian trust CBC, they work for justin.
Identity Attack0.014048826
Insult0.02657372
Profanity0.0103992
Threat0.006136116
Severe Toxicity0.0013446808
Low Tox 0.054037213 Low Con 0.209
Dec 25, 2018 How much do refugees and …
DIVERSITY not at the cost of Canadians and Canadian Culture..Oh I love Canada..
DIVERSITY not at the cost of Canadians and Canadian Culture..Oh I love Canada..
Identity Attack0.036105253
Insult0.015644927
Profanity0.010228404
Threat0.0065244893
Severe Toxicity0.0017738342
Low Tox 0.05378982 Moderate Con 0.488 Identity_Assertion
Oct 26, 2025 1 likes Why Canadians Are Turning Against …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small …
love watching your videos, I am Canadian and live in the suburbs of Toronto. I was born in 1962. My first Indian experience came in a small high school 1976-1980 the school had a small Punjabi student population, the students for the most part were not hassled nor did they hassel back. My next and biggest Indian experience was a job from 1984-1991 I worked for an Indian family and got to see a portion of Toronto's Indian population. Culturally there were big differences however I enjoyed my experience working with them. My point being you say in your video 'sudden indian.' this is 2026 and I have been experiencing as have Canadians, the Punjabi culture for over 46 years so this is not a sudden or new occurance. And lastly as far as cultures from other countries go, having Hindu's or even Sihk's as neighbors is far better than other ethnic possibilities, so I do not have any issue with Punjabi Canadians! Anyhow continue your video just wanted to add my comment as I am living in Canada with Indians and want to express my opinion.
Identity Attack0.042292643
Insult0.020063626
Profanity0.021603432
Threat0.008311004
Severe Toxicity0.002632141
Low Tox 0.05378982 Constructive 0.888 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its …
I have such mixed feelings watching this video and the following is just my opinion. I am an immigrant from India too and I love my country's values and culture but I also realize its drawbacks. When I came here, my immediate instinct was not to change everything to how it was back home...It was rather to learn the culture and values of Canada too (which I know is in and itself a mixture of multiple cultures). If you are reading this my fellow Indians, It is truly my most humble request to remember that you don't have have to quit your culture, but that does not mean that you make no effort or take part in involving yourself in other cultures or mock them. You have the chance to better a country that has offered YOU a better life. Please don't ruin things for other immigrants or Canadians. We are resilient, and we can choose the best of both worlds.
Identity Attack0.035331827
Insult0.020837102
Profanity0.018324144
Threat0.0071070488
Severe Toxicity0.0020980835
Low Tox 0.05354243 Constructive 0.863 Personal_Narrative
Nov 1, 2025 78 likes Inside Canada's Indian Metropolis (Brampton)
I live in Ontario, canada. I am an immigrant, but I think the title is fake news. Canadians are 100% united against mass immigration. I don't know if this narrative is politically motivated or bought. …
I live in Ontario, canada. I am an immigrant, but I think the title is fake news. Canadians are 100% united against mass immigration. I don't know if this narrative is politically motivated or bought. It's not true.
Identity Attack0.026408968
Insult0.018967867
Profanity0.011594773
Threat0.0065956907
Severe Toxicity0.0011491776
Low Tox 0.05354243 Constructive 0.701 Personal_Narrative
Feb 13, 2026 Canada's tighter immigration policy divides …
7500 a month for immigrants. How much do canadians on welfare get. TELL ME.
7500 a month for immigrants. How much do canadians on welfare get. TELL ME.
Identity Attack0.039456755
Insult0.014732921
Profanity0.010057608
Threat0.0066927844
Severe Toxicity0.0014305115
Low Tox 0.05354243 Low Con 0.293 Economic_Argument
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The immigration minister has deep roots in her parallel society, and proudly announced that her culture is other than Canadian. Fifty years ago we embraced Trudeau seniors "Multiculturalism " not knowing it would lead us …
The immigration minister has deep roots in her parallel society, and proudly announced that her culture is other than Canadian. Fifty years ago we embraced Trudeau seniors "Multiculturalism " not knowing it would lead us here. My country is gone, beyond restoration.
Identity Attack0.027614836
Insult0.020450363
Profanity0.009716015
Threat0.0059548756
Severe Toxicity0.0011539459
Low Tox 0.053295042 Constructive 0.521 Identity_Assertion
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I pray they live, the Canadians are not happy.
I pray they live, the Canadians are not happy.
Identity Attack0.07250397
Insult0.006622914
Profanity0.0001408115
Threat0.00051048124
Severe Toxicity0.0000062794497
Low Tox 0.053256184
Apr 14, 2025 7 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.