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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 #}

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Active: "Why don't they stay in …" 460 comments · Page 14 of 19
They didn't even learn English after a long time staying in India.
They didn't even learn English after a long time staying in India.
Identity Attack0.1015541
Insult0.024124376
Profanity0.017709278
Threat0.0074565844
Severe Toxicity0.0023174286
Low Tox 0.1013248 Low Con 0.231 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 …
As an immigrant like myself, I came to study in Canada. I came to learn Canadian culture which has always been polite, humble, and friendly. Nowadays I am seeing things have changed compare with 22 years ago when I came here. I learned true Canadian cultures from my host family and my Canadian friends. Honestly, there are some immigrants who are coming to Canada who are not trying to learn and even tried to integrate into the culture. You don't come to someone's home and destroy it. You want to make yourself welcomed in Canada. Canada is an amazing country please don't destroy it. I worked hard to stay in Canada and I love this country. I also pay my taxes for some people to get their free stuffs when they entered into Canada, what is going on? Love Canada and let's us united again. ❤❤❤❤❤
Identity Attack0.048737846
Insult0.032689095
Profanity0.022423252
Threat0.009230154
Severe Toxicity0.0027275085
Low Tox 0.09828771 Constructive 0.866
Sep 12, 2025 1 likes Why Canadians Are Turning Against …
As a city worker, I personally saw signs on grass and intersections in colleges and universities to contact them to circumvent the immigration system. And Allow students to stay when they should have been sent …
As a city worker, I personally saw signs on grass and intersections in colleges and universities to contact them to circumvent the immigration system. And Allow students to stay when they should have been sent home. Our government is so complacent.This was out in plain sight.
Identity Attack0.011025362
Insult0.039151907
Profanity0.012858666
Threat0.006330303
Severe Toxicity0.0012397766
Low Tox 0.09655223 Constructive 0.621 Personal_Narrative
Feb 18, 2026 3 likes LILLEY UNLEASHED: The fall of …
Once the pollution comes,it stays😢😢
Once the pollution comes,it stays😢😢
Identity Attack0.005512681
Insult0.019225692
Profanity0.020032106
Threat0.010472948
Severe Toxicity0.0030708313
Low Tox 0.09525062 Low Con 0.275
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was …
I read a story about a guy a few years ago who came from India on a student Visa and planned on staying and therefore wanted to change the Canadian flag. He said he was appalled and felt as a migrant it was offensive because Canada and by extension its flag was part of the Commonwealth and Britain's imperialist history with India made the Canadian flag offensive. 😳 I probably don't have to tell you what kind of comments he got.
Identity Attack0.060675595
Insult0.027347196
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.0020313263
Low Tox 0.09525062 Constructive 0.74
Aug 25, 2025 22 likes Why Canadians Are Turning Against …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals …
Give The West a Real reason to stay in this Bad Marriage and I will Listen, But they Can't. Please Note that the first 4 Premiers in Both Alberta and Saskatchewan AT 1905 were Liberals and that Explains So Much about the Bad Marriage from the beginning...
Identity Attack0.016862517
Insult0.03489272
Profanity0.012892825
Threat0.0064985976
Severe Toxicity0.0015830994
Low Tox 0.09525062 Moderate Con 0.446 Identity_Assertion
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
all 2.9 million of them will stay without proper papers, thanks to the liberals
all 2.9 million of them will stay without proper papers, thanks to the liberals
Identity Attack0.022590388
Insult0.028392024
Profanity0.012722028
Threat0.0071588317
Severe Toxicity0.0013923645
Low Tox 0.09438288 Low Con 0.196 Unverified_Claim
Jan 16, 2026 2 likes 2.9 million Canadian temporary visas …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything …
Well Canada needs something ICE. I made sure to arrive here with PR, I had the requirement etc. I didnt use fake student visa and then expect to stay. These people do not add anything to society if they are not honest members of it.
Identity Attack0.016259583
Insult0.038566336
Profanity0.012961143
Threat0.0065115434
Severe Toxicity0.0015258789
Low Tox 0.09394901 Constructive 0.536 Personal_Narrative
Jan 15, 2026 4 likes 2.9 million Canadian temporary visas …
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And …
There are alot of churches in Canada that have a food bank as well. I got frustrated at your narrative on this vid. It seemed very one sided. Is all about money and power. And what is going on behind closed govt doors. How do you live in a broken system. We all need to stand as one and say and do no more. But you only know what you know till you learn more. Stay strong and groovy.
Identity Attack0.014048826
Insult0.035333443
Profanity0.012038844
Threat0.00636914
Severe Toxicity0.0012969971
Low Tox 0.0926474 Constructive 0.762 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British …
May I say as a Metis. My family were and are the first people to be described as Canadian and are still acknowledged as the original Canadians. My great Uncles and Aunts fought the British North West Mounted Police at Batoche because the British Colonizers after outlawing fur trade except through the HBC company were further insulted by having their ancestral land sectioned off and given to immigrants. My uncles also were part of the first battle at Seven Oaks when surveyors were surveying and measuring my ancestral cousins land. The British Immigrants were described as the preferred immigrants. TheNorth American Indians, the Metis were described as undesirables and in a memo written to the Indian Affairs Minister during John A MacDonald asking him how best to remove the undesirables Metis from their land. The Metis were not placed on reservations because we never stopped fighting for our homeland rights. What is happening now is a continuation of what happened back when John A MacDonald was Prime Minister. May I also say if these migrates think their customs and regions are so great then stay in your homeland. But unlike the brave Metis who continues to oppose the government and finally 100 years later some our birthrights as the original Canadians have been recognized. My great grandfather and his father were both named Antoine and Charles Henault dit Canada, and to this day from the 1700s some of my cousin’s last name has been Canada since the 1700s. People with Canadian passports don’t make them Canadian. Indians from Indian don’t integrate or intermarry. They impose their culture on the rest of the country. Get rid of them all.
Identity Attack0.0376521
Insult0.032799274
Profanity0.017162729
Threat0.008323951
Severe Toxicity0.002412796
Low Tox 0.09112182 Constructive 0.772 Identity_Assertion
Sep 12, 2025 Why Canadians Are Turning Against …
If you over stay your visit or here illegally then you need to leave no matter the country you are currently in
If you over stay your visit or here illegally then you need to leave no matter the country you are currently in
Identity Attack0.03249594
Insult0.01929015
Profanity0.014225035
Threat0.00823333
Severe Toxicity0.0019836426
Low Tox 0.08953904 Moderate Con 0.309 Moral_Argument
Jan 1, 2026 Deportations From Canada at Their …
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
Identity Attack0.0068446035
Insult0.029163294
Profanity0.013473531
Threat0.011819307
Severe Toxicity0.0025177002
Low Tox 0.08874765 Constructive 0.543 Humor_Satire
Feb 15, 2026 30 likes Inside Canada's Indian Invasion...
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Most of smart people doesn't want to stay in Canada because USA have more income and job opportunities
Identity Attack0.052944973
Insult0.025155678
Profanity0.0113385795
Threat0.00636914
Severe Toxicity0.0021839142
Low Tox 0.08795626 Low Con 0.189
Dec 31, 2025 1 likes Why Canadians Are Turning Against …
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
I’m really hoping that they only stay in Ontario and bc because I don’t want to have our deep culture in sk erased and over written
Identity Attack0.025404079
Insult0.026831545
Profanity0.015249812
Threat0.008738215
Severe Toxicity0.0021648407
Low Tox 0.08637348 Moderate Con 0.477 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
The problem is bogus asylum claims the liberals do not work swiftly, and eventually let them stay here while taxpayers are paying for someone else’s better livelihood
Identity Attack0.029917859
Insult0.027841117
Profanity0.012858666
Threat0.006576272
Severe Toxicity0.0016880035
Low Tox 0.081625134 Moderate Con 0.31 Policy_Critique
Feb 24, 2026 6 likes 'We do know that there's …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned …
It is time for these people to respect the decision of the government. They came here to learn and contribute, so they should return to their country and contribute there with what they have learned and gained from Canada. Not stay here and force the government to bow down to their demands. They need to keep in mind that they are in Canada temporarily and are not citizens.
Identity Attack0.044612918
Insult0.024124376
Profanity0.010108846
Threat0.006874025
Severe Toxicity0.0017929077
Low Tox 0.08004235 Constructive 0.561
Nov 20, 2025 41 likes Quebec Ends Economic Immigration Program …
Stay awesome, based bike guy
Stay awesome, based bike guy
Identity Attack0.0061046463
Insult0.031807642
Profanity0.020646973
Threat0.0077672824
Severe Toxicity0.0022411346
Low Tox 0.07687678 Moderate Con 0.419 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Millions staying here illegally…they have no way of tracking or removing?
Millions staying here illegally…they have no way of tracking or removing?
Identity Attack0.037909906
Insult0.018129934
Profanity0.011201942
Threat0.010291707
Severe Toxicity0.0022220612
Low Tox 0.07687678 Low Con 0.19
Dec 25, 2025 1 likes Deportations From Canada at Their …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have …
These people came to Canada not for education, but to stay in the country! Another question is - who these people are, because the education and living in Canada are very expensive! Many Canadians have to take a loan for education. Another issue is the fake letters of admission.
Identity Attack0.033784978
Insult0.028722567
Profanity0.0103992
Threat0.005971058
Severe Toxicity0.0012397766
Low Tox 0.07608539 Moderate Con 0.46
Jan 15, 2026 29 likes 2.9 million Canadian temporary visas …
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Identity Attack0.029660052
Insult0.024768941
Profanity0.011253181
Threat0.0065180166
Severe Toxicity0.0019836426
Low Tox 0.07608539 Moderate Con 0.382 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even …
Try finding an apartment!! I had to move from one airbnb yo another to another for months. Meanwhile, getting passed over from one apartment to another. These folks were transferring first and last before even being chosen. They were starting bidding wars over apartments. Paying way more than asked. That's what drove the rent cost through the roof! I have a friend who has been staying at motel for months now trying to find a place. He was turned down for a place with a cosigner that makes 100k a year! It needs to stop!
Identity Attack0.0048837173
Insult0.033570543
Profanity0.019895468
Threat0.0072882893
Severe Toxicity0.001783371
Low Tox 0.07371122 Constructive 0.748 Economic_Argument
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
As an Albertan, this makes me want to stay part of canaduh so much more LOL.
Identity Attack0.021987455
Insult0.023995465
Profanity0.021808386
Threat0.006809296
Severe Toxicity0.0024032593
Low Tox 0.07212844 Constructive 0.502 Humor_Satire
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account …
My family was given a stay at a 5 star hotel and we stepped passed veterans who are homeless and they dont get help . I live like a king have a large bank account and have 3 different alias . My wife uses her maiden name as well her real name and her new name . Most families I know get average of 3850 per month free luxury hotel free food free clothes healthcare free tracfone and there is no need to work anymore . My family has almost enough for a new home already and only in country 5 months .THANK YOU Mr BIDEN
Identity Attack0.006992595
Insult0.029273475
Profanity0.025634222
Threat0.0066280556
Severe Toxicity0.0024604797
Low Tox 0.06896287 Constructive 0.775
Jul 19, 2021 How much do refugees and …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming …
I’m a proud Indian who is now a Canadian citizen, and I’ve made a conscious effort to assimilate into Canadian culture and values. What bothers me is how this conversation has been reduced to blaming one group. The reality is that the Canadian government failed first by not properly managing immigration volumes, not enforcing document verification, and not honestly assessing whether the country could support such rapid population growth. That policy failure created pressure on housing, jobs, and social systems long before resentment followed. We also need honesty within the Indian community. Some Indians struggle to adapt being overly loud, culturally rigid, and sometimes lacking empathy for Canadian norms and shared public spaces. I studied Canadian and Indigenous history in school, and respecting that history matters. Assimilation doesn’t mean abandoning your culture, but it does mean understanding and respecting the society you chose to join. Cultural education should be expected, not optional. That said, one Indian doing something wrong does not make all Indians bad. Most Indian students and workers I know are hardworking, punctual, and serious about contributing. I’ve personally worked minimum-wage jobs for years, and what I noticed was not jobs being “taken,” but fewer Canadian youth willing to stay in or commit to these roles long-term. Indians didn’t replace Canadians, they filled vacancies that already existed. I also briefly volunteered helping the homeless, and what I saw was honestly shocking. It’s not that the government isn’t trying to help there are rehabilitation programs and support systems in place. The difficult truth is that a significant portion of the homeless population struggles with substance abuse and refuses treatment because it requires giving up drugs. Over time, homelessness itself starts to function like a culture, where benefits and assistance unintentionally enable continued substance use rather than recovery. This is an uncomfortable reality people don’t like to talk about. None of this is simple. Immigration didn’t break Canada, and neither did one community. Poor policy, weak enforcement, lack of accountability, and refusal from governments and individuals to adapt responsibly is what brought us here. Blame is easy. Honest solutions are not.
Identity Attack0.023193322
Insult0.028832749
Profanity0.015010698
Threat0.0068869707
Severe Toxicity0.0016117096
Low Tox 0.06817148 Constructive 0.823 Personal_Narrative
Jan 27, 2026 22 likes Inside Canada's Indian Invasion...
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I …
I don't understand those people who came here in Canada to be safe but do not follow the system here. Stay in your country if you want the same system that you're used to. I came here to Canada 18years ago to feel safe and have a better future and worked so hard and I was very happy but now everything starts to break 😢
Identity Attack0.0376521
Insult0.022255141
Profanity0.011150704
Threat0.006168481
Severe Toxicity0.001373291
Low Tox 0.067380086 Constructive 0.718 Personal_Narrative
Sep 9, 2025 1 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.