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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: "Why do they say we …" 1,368 comments · Page 42 of 55
Keep them in Canada that's all I gotta say.
Keep them in Canada that's all I gotta say.
Identity Attack0.06795148
Insult0.027605021
Profanity0.013063621
Threat0.012078222
Severe Toxicity0.0037193298
Low Tox 0.11336674 Moderate Con 0.374 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
But what you are saying makes sense. Immigrants needs to know when they go into people country to live they need to comply to basic rules the least
But what you are saying makes sense. Immigrants needs to know when they go into people country to live they need to comply to basic rules the least
Identity Attack0.10757765
Insult0.028612386
Profanity0.014771583
Threat0.0074048014
Severe Toxicity0.002670288
Low Tox 0.11336674 Moderate Con 0.441
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
People are scared to say how they really think 😂😂😂😂
People are scared to say how they really think 😂😂😂😂
Identity Attack0.011025362
Insult0.026315894
Profanity0.030389199
Threat0.00948907
Severe Toxicity0.0033950806
Low Tox 0.11316007 Low Con 0.275 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I live in a medium size city in Canada I’m not gonna say the name of it, but it has in between 100,000 and 400,000 people but where I live it seems to be 30% …
I live in a medium size city in Canada I’m not gonna say the name of it, but it has in between 100,000 and 400,000 people but where I live it seems to be 30% Indian immigrants and I am not racist one bit but it it seems to be more immigrants, then are actual people that lived here before and it just seems to be like the city. I’m living is changing so fast. And it seems like it’s doubling every year I think it’s projected to be a million people by 2050 and less the 300 thousand people live here so
Identity Attack0.10221587
Insult0.034011267
Profanity0.033144772
Threat0.008039144
Severe Toxicity0.0044059753
Low Tox 0.11305673 Constructive 0.604 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who …
I am an Indian student who has struggled to get my papers done, and I have to say this: mass immigration needs to stop. Canada should allow only people who speak good English and who can truly contribute to this country. I am an IT student, and I worked hard to clear $120K in debt through Scotiabank. I could have taken a loan in my home country, but I chose to work here because Canada gave me everything my own country could not. I am deeply grateful for that. But when I see people from my own community walking around in flip-flops, unable to speak even one word of English, it breaks me inside. My city—Brampton—has been completely taken over, and it’s becoming harder to even drive there now. I believe Canada needs to come together and put an end to this. Enough is enough. Immigration should be about quality, not quantity.
Identity Attack0.08583717
Insult0.03710241
Profanity0.022013342
Threat0.008039144
Severe Toxicity0.0037002563
Low Tox 0.11305673 Constructive 0.764 Personal_Narrative
Sep 30, 2025 173 likes IRCC Names India in Study …
Indian metropolis but to the rest of us Canadians it's a place to avoid , what does that say about Indian standards?
Indian metropolis but to the rest of us Canadians it's a place to avoid , what does that say about Indian standards?
Identity Attack0.105256535
Insult0.027347196
Profanity0.013985921
Threat0.0070034824
Severe Toxicity0.0025939941
Low Tox 0.11305673 Moderate Con 0.315 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
BS ..when u say all this without accounting for the decling cdn population
BS ..when u say all this without accounting for the decling cdn population
Identity Attack0.0048837173
Insult0.04032305
Profanity0.07385241
Threat0.0069387536
Severe Toxicity0.0030899048
Low Tox 0.112953395 Low Con 0.204
Jun 18, 2025 1 likes How Canada broke its immigration …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what …
TYLER PLEASE do a before & after video of everyday civilian life in El Salvador. President Nayib Bukele is now in charge of CECOT prison, and us AMERICANS should see w our own eyes what the community and people of El Salvador are saying of the president's strict laws on gangs and organized crime. It will show us 1st hand what we can learn by what theyre doing about their criminals and give the people a platform to voice their opinions.
Identity Attack0.021987455
Insult0.060752302
Profanity0.013644327
Threat0.008841781
Severe Toxicity0.0022506714
Low Tox 0.112953395 Constructive 0.732 Call_To_Action
Feb 7, 2026 Inside Canada's Indian Invasion...
Only nice thing i can say about Canada is that its not the UK...................yet
Only nice thing i can say about Canada is that its not the UK...................yet
Identity Attack0.10221587
Insult0.028612386
Profanity0.01490822
Threat0.00746953
Severe Toxicity0.0038719177
Low Tox 0.112746716 Moderate Con 0.32 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
I’m sorry Brian, but I cannot listen to anything that Jason Kenney has to say. He hurt me so badly during the Lockdowns. I am still holding onto sadness and anger when he locked us …
I’m sorry Brian, but I cannot listen to anything that Jason Kenney has to say. He hurt me so badly during the Lockdowns. I am still holding onto sadness and anger when he locked us down at Christmas. I cannot forgive him.
Identity Attack0.0045322375
Insult0.06250052
Profanity0.013371054
Threat0.007935578
Severe Toxicity0.001783371
Low Tox 0.112746716 Constructive 0.623 Personal_Narrative
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
After Russia its the most empty country I think isn’t it I must say they are so much better organised
After Russia its the most empty country I think isn’t it I must say they are so much better organised
Identity Attack0.08831879
Insult0.03312982
Profanity0.020168742
Threat0.0074824756
Severe Toxicity0.0031471252
Low Tox 0.112540044 Moderate Con 0.46 Comparative_Framing
Nov 14, 2025 Inside Canada's Indian Metropolis (Brampton)
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
I always got the impression that the NDP leader forced Trudeau's hand. Why doesn't anyone look into what exactly went down instead of lazily saying Trudeau is to blame for everything?
Identity Attack0.0037182847
Insult0.070482984
Profanity0.013507691
Threat0.006699257
Severe Toxicity0.0014305115
Low Tox 0.112540044 Constructive 0.518
Oct 19, 2025 Inside Canada's Indian Metropolis (Brampton)
'Life in India is more easy for us..." (9:33). If life in India is so great as he says, why is he desperately here then????
'Life in India is more easy for us..." (9:33). If life in India is so great as he says, why is he desperately here then????
Identity Attack0.10221587
Insult0.029934563
Profanity0.01579636
Threat0.00746953
Severe Toxicity0.0028419495
Low Tox 0.112436704 Moderate Con 0.358 Question
Sep 21, 2025 38 likes Inside Canada's Indian Metropolis (Brampton)
U all r come from Europe also how u can say that
U all r come from Europe also how u can say that
Identity Attack0.06522302
Insult0.028502205
Profanity0.027000591
Threat0.007534259
Severe Toxicity0.004196167
Low Tox 0.11223003 Moderate Con 0.324
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
1:56 hearing buddy speak facts here says it all😅🏌🏼‍♂️
1:56 hearing buddy speak facts here says it all😅🏌🏼‍♂️
Identity Attack0.0103594
Insult0.022899706
Profanity0.041661996
Threat0.010032792
Severe Toxicity0.005493164
Low Tox 0.11223003 Moderate Con 0.352
Jan 27, 2026 Inside Canada's Indian Invasion...
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a …
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a EU citizen, does anyone have any ideas on how to seek asylum in a actual functional country? Given the state of things, probably what the media considers a 3rd world nation. Open to any suggestions.
Identity Attack0.10221587
Insult0.028942931
Profanity0.020032106
Threat0.007586042
Severe Toxicity0.0029945374
Low Tox 0.11202335 Constructive 0.522 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population spike, overall provide better living back home. Yet every one of them tries to leave for other countries in the world for a better life. Then why grow the population so rapidly fast! Never understood that part. On the flip side sure grow your population if your country provides better life in terms of all those necessities. But pretty much other countries are baby sitting and raising them yet they brag were the second largest population. Doesn't make sense to brag about that!
Identity Attack0.04177703
Insult0.04090862
Profanity0.023721304
Threat0.007340072
Severe Toxicity0.0032806396
Low Tox 0.11202335 Constructive 0.731 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
After all that research you have no answer? Have some courage and say what you truly feel
After all that research you have no answer? Have some courage and say what you truly feel
Identity Attack0.0017296498
Insult0.05262003
Profanity0.012107162
Threat0.0074048014
Severe Toxicity0.0015068054
Low Tox 0.11202335 Moderate Con 0.307
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
In Canada, Never say you are carrying a knife to protect yourself. It’s a multi tool or to open letters man. The wokeness has gone so far you cant even claim defense. 12:51
In Canada, Never say you are carrying a knife to protect yourself. It’s a multi tool or to open letters man. The wokeness has gone so far you cant even claim defense. 12:51
Identity Attack0.036105253
Insult0.03412145
Profanity0.01620627
Threat0.017846745
Severe Toxicity0.003452301
Low Tox 0.11192002 Low Con 0.276 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
I can't understand anyone anymore, Timmies, Profs, etc. I'm actively doing bad in university because I can't understand what my profs are saying at all
I can't understand anyone anymore, Timmies, Profs, etc. I'm actively doing bad in university because I can't understand what my profs are saying at all
Identity Attack0.012240025
Insult0.032799274
Profanity0.025087673
Threat0.007637825
Severe Toxicity0.0019931793
Low Tox 0.11192002 Moderate Con 0.494 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Canadians can see for themselves how bad this is. But this government doesn't believe what Canadians say or see.
Canadians can see for themselves how bad this is. But this government doesn't believe what Canadians say or see.
Identity Attack0.089973204
Insult0.032468732
Profanity0.012380436
Threat0.0067769317
Severe Toxicity0.0021457672
Low Tox 0.11171334 Low Con 0.293 Policy_Critique
Feb 24, 2026 20 likes 'We do know that there's …
There are some cultural differnces that can be difficult to adjust to. I used to pick up delivery orders from a sikh Indian restaurant, and I would always say "thank you" when they hand me …
There are some cultural differnces that can be difficult to adjust to. I used to pick up delivery orders from a sikh Indian restaurant, and I would always say "thank you" when they hand me the order, and they started making fun of me amongst themslves and laughing at me for saying "thank you" to them lol. 😂
Identity Attack0.09824528
Insult0.027841117
Profanity0.059948977
Threat0.00814271
Severe Toxicity0.0037193298
Low Tox 0.11171334 Constructive 0.732 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Especially those who where I had a job and they say this is their religion
Especially those who where I had a job and they say this is their religion
Identity Attack0.10221587
Insult0.020579277
Profanity0.02344803
Threat0.008026198
Severe Toxicity0.003452301
Low Tox 0.11171334 Moderate Con 0.474
Dec 28, 2025 Deportations From Canada at Their …
Lucky enough to live on a migrant demarcation line, Barrie. 20 years ago, it was coming north, so I'm lucky enough to be able to find work north. Now I just sold my house and …
Lucky enough to live on a migrant demarcation line, Barrie. 20 years ago, it was coming north, so I'm lucky enough to be able to find work north. Now I just sold my house and will be moving further north. Funny, but customers are saying they infested the north too. I got maybeb2 decades left, so maybe even rural Alberta.
Identity Attack0.057037655
Insult0.035774168
Profanity0.01490822
Threat0.008246276
Severe Toxicity0.002746582
Low Tox 0.11171334 Constructive 0.669
Aug 24, 2025 7 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.