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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: "There should be a country …" 3,912 comments · Page 119 of 157
The government wants a civil war within the country so they can bring in a security state
The government wants a civil war within the country so they can bring in a security state
Identity Attack0.0233943
Insult0.01838776
Profanity0.023994578
Threat0.056563694
Severe Toxicity0.004825592
Low Tox 0.119997114 Low Con 0.123
Aug 25, 2025 Why Canadians Are Turning Against …
My uncle who has traveled to several countries since 1980s cannot secure a visit visa to meet his highly educated children (CPA and Actuary), while these ppl Who hardly speak a word of English have …
My uncle who has traveled to several countries since 1980s cannot secure a visit visa to meet his highly educated children (CPA and Actuary), while these ppl Who hardly speak a word of English have PR. Jagmeet Singh and other Indian origin politicians should be investigated!
Identity Attack0.07921951
Insult0.05964688
Profanity0.01309778
Threat0.007624879
Severe Toxicity0.0025367737
Low Tox 0.119997114 Constructive 0.599 Personal_Narrative
Feb 8, 2026 Inside Canada's Indian Invasion...
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs …
It’s the immigration fault why they allowed too much student permits allowed to come here. No job for young Canadian. My son looking for 3 years for part time jobs while studying but no jobs for him coz company hires international students and mostly from that country.😢
Identity Attack0.10221587
Insult0.030375287
Profanity0.011577694
Threat0.006220264
Severe Toxicity0.0028419495
Low Tox 0.119997114 Constructive 0.606
Sep 30, 2025 IRCC Names India in Study …
Canada is falling and fast. The old school still holds what is left together, but they will be dead in a decade or two and you won't recognize "the home of the free." Globalists took …
Canada is falling and fast. The old school still holds what is left together, but they will be dead in a decade or two and you won't recognize "the home of the free." Globalists took over Canada. The old Christian traditions that held the country together are dying. China will probably end up solving the issues.
Identity Attack0.08500996
Insult0.032689095
Profanity0.012926984
Threat0.02440793
Severe Toxicity0.0033187866
Low Tox 0.11912931 Moderate Con 0.326 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
Canada needs a big deportation time to take our country back. Canada needs to wake up and stand up
Canada needs a big deportation time to take our country back. Canada needs to wake up and stand up
Identity Attack0.06476828
Insult0.027347196
Profanity0.013200258
Threat0.022335978
Severe Toxicity0.0044441223
Low Tox 0.11912931 Low Con 0.22
Aug 27, 2025 Why Canadians Are Turning Against …
I watch every video and I was pumped when I saw this. I live 30 mins from Brampton and it isn’t just there, it’s our entire country
I watch every video and I was pumped when I saw this. I live 30 mins from Brampton and it isn’t just there, it’s our entire country
Identity Attack0.011839314
Insult0.024640027
Profanity0.10240069
Threat0.011560392
Severe Toxicity0.005760193
Low Tox 0.11912931 Constructive 0.556 Fear_Threat
Jan 27, 2026 116 likes Inside Canada's Indian Invasion...
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a chance to build a better life, then it is your responsibility to contribute positively to that country. Instead, some people are involved in illegal activities, and because of this, many truly talented Indian students are suffering.”
Identity Attack0.10221587
Insult0.034672357
Profanity0.019075647
Threat0.007637825
Severe Toxicity0.0028038025
Low Tox 0.11912931 Constructive 0.67 Personal_Narrative
Jan 12, 2026 1 likes IRCC Names India in Study …
Why are they coming from their own country ?
Why are they coming from their own country ?
Identity Attack0.09576365
Insult0.023028618
Profanity0.017299367
Threat0.007249452
Severe Toxicity0.0031661987
Low Tox 0.11912931 Low Con 0.258 Question
Feb 13, 2026 Inside Canada's Indian Invasion...
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue …
As a Canadian born citizen and somebody who lives only about 30 minutes from Brampton I can truly say that no Canadian is racist we're not anti-immigration anti-immigration that's not what this is the issue that Canadians currently have is that the people who come here from other countries don't adapt to our way of life and learn our culture and our values and that doesn't mean that you have to stop practicing your values or your religion all Canadians are asking for is respect for how we live in this country end the other biggest thing to that is to me extremely disrespectful if you've been here for more than three years you should be able to speak English like a Canadian and everything should be able to understand you and if you can't do that then that is just flat out disrespectful and rude because if I came to your country and after 3 years I still didn't speak your language or spoke it very poorly you would think the same thing you'd find it extremely rude so do any immigrants reading this understand we have no issue with you guys being here just adopt to our way of life our way of life and learn how to speak English
Identity Attack0.10221587
Insult0.0573046
Profanity0.021535112
Threat0.007793174
Severe Toxicity0.004386902
Low Tox 0.11912931 Constructive 0.812 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
No worries. Hell would freeze over twice in August before I would set foot in that dystopian nightmare of a country!
No worries. Hell would freeze over twice in August before I would set foot in that dystopian nightmare of a country!
Identity Attack0.0040031043
Insult0.013047762
Profanity0.0057348125
Threat0.0056006755
Severe Toxicity0.000016803493
Low Tox 0.1186398
Dec 8, 2025 20 likes
Mass arrests, pull them over and ask them for ID. We are at a breaking point in this country. No jobs, bad economy stagnant growth. The same old politics playing between liberals and conservatives has …
Mass arrests, pull them over and ask them for ID. We are at a breaking point in this country. No jobs, bad economy stagnant growth. The same old politics playing between liberals and conservatives has cost the Canadian people a lot. We are getting tired!!
Identity Attack0.019776696
Insult0.03768798
Profanity0.013029462
Threat0.040638234
Severe Toxicity0.003566742
Low Tox 0.1182615 Moderate Con 0.455
Sep 29, 2025 12 likes IRCC Names India in Study …
Canadian here... the country is not divided, it's pretty clear that the immigration levels are not sustainable and need to be lowered
Canadian here... the country is not divided, it's pretty clear that the immigration levels are not sustainable and need to be lowered
Identity Attack0.10221587
Insult0.03070583
Profanity0.0118338885
Threat0.008298059
Severe Toxicity0.002822876
Low Tox 0.1182615 Constructive 0.554 Policy_Critique
Feb 11, 2026 668 likes Canada's tighter immigration policy divides …
He called the USA, “greatest country on earth” do me a favour 😭😭😭😭
He called the USA, “greatest country on earth” do me a favour 😭😭😭😭
Identity Attack0.026609946
Insult0.025800243
Profanity0.031641733
Threat0.0089712385
Severe Toxicity0.0049972534
Low Tox 0.1182615 Low Con 0.298 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay …
This is irrelevant as even if the government decides to act and remove them, Which, given their ideology is highly unlikely. The courts will over-rule them and decide the illegals have more rights to stay than Canadians have rights to defend the country and deport them.
Identity Attack0.10221587
Insult0.03235855
Profanity0.013234417
Threat0.026479885
Severe Toxicity0.0035858154
Low Tox 0.11739369 Low Con 0.272 Policy_Critique
Jan 16, 2026 2.9 million Canadian temporary visas …
♥️ India is a country where leaving the country is considered the biggest achievement ♥️
♥️ India is a country where leaving the country is considered the biggest achievement ♥️
Identity Attack0.10221587
Insult0.028392024
Profanity0.020100424
Threat0.01052473
Severe Toxicity0.00667572
Low Tox 0.11739369 Moderate Con 0.422 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Protect your country Candians
Protect your country Candians
Identity Attack0.10221587
Insult0.028942931
Profanity0.025087673
Threat0.0089712385
Severe Toxicity0.0049972534
Low Tox 0.11739369 Moderate Con 0.362
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
⸻ “It’s surprising to hear someone say immigrants should ‘leave their culture and what about religion’ behind. That’s not Canada — that’s brainwashing. Canada is built on multiculturalism. We don’t need to erase who we …
⸻ “It’s surprising to hear someone say immigrants should ‘leave their culture and what about religion’ behind. That’s not Canada — that’s brainwashing. Canada is built on multiculturalism. We don’t need to erase who we are to belong here. We bring our values, our traditions, our work ethic, and we mix them into this country. That’s what makes Canada strong, not weaker. Stop spreading messages that divide — unity and respect is what truly builds this country.”
Identity Attack0.09576365
Insult0.04910661
Profanity0.014327513
Threat0.006420923
Severe Toxicity0.0024795532
Low Tox 0.11739369 Constructive 0.647 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
I wonder how many of the people mourning what this country has become, voted trudeau in 2015, 2019, and 2021. People were warned, but no, they wanted legal weed, feelings, and juvenile gimmicks like themed …
I wonder how many of the people mourning what this country has become, voted trudeau in 2015, 2019, and 2021. People were warned, but no, they wanted legal weed, feelings, and juvenile gimmicks like themed socks.
Identity Attack0.010507392
Insult0.0623257
Profanity0.015079016
Threat0.00756015
Severe Toxicity0.0022125244
Low Tox 0.11739369 Moderate Con 0.432
Aug 25, 2025 Why Canadians Are Turning Against …
I wouldn't love this beautiful country goes down the drain ! Cheers
I wouldn't love this beautiful country goes down the drain ! Cheers
Identity Attack0.043581683
Insult0.025542418
Profanity0.021056883
Threat0.009877442
Severe Toxicity0.0037765503
Low Tox 0.11652588 Moderate Con 0.426 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their …
We are getting way too many from other countries not only India. So everyone's gotta remember that we are getting massive loads from other very populated countries. It's gotta be engineered to help offload their countries of their populations, which in many countries they are packed like sardines. I already left the GTA thinking I would be relieved of this, but no, only slightly. They are in every town. I feel like the government harmed me indirectly because I opposed what the government did, so I took it upon myself to move, and yet, my problem was not solved. Africans, Indians and various Arabs are most in my neighbourhood, now. We are 3 hours away from Toronto. If you here in the comments section plan to move, then find a pocket at least 8 hours away from all the major canadian cities, but closer to some smaller towns.
Identity Attack0.0775651
Insult0.04852104
Profanity0.046922635
Threat0.011068452
Severe Toxicity0.0045204163
Low Tox 0.11652588 Constructive 0.813 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The difference between the 60,000 Vietnamese boat people that came to Canada and the current wave of refugees is that the boat people were by and large law abiding people who are willing to accept …
The difference between the 60,000 Vietnamese boat people that came to Canada and the current wave of refugees is that the boat people were by and large law abiding people who are willing to accept our law, customs, culture and way of life. Several of my close friends are boat people. The current wave of refugees want Canada to adopt their way of life, some are abusive to local residence and are disrespectful to our culture, their neighbours and damage the hotels that they stay in when they first set foot in this country. I am all for accepting refugees. But send them back if they refuse to integrate into our society.
Identity Attack0.07094744
Insult0.062150877
Profanity0.015523086
Threat0.008116818
Severe Toxicity0.0031471252
Low Tox 0.11652588 Constructive 0.755
Oct 22, 2018 16 likes How much do refugees and …
Justin Trudeau and his liberal party are most of the reason Canada is not the country it used to be.
Justin Trudeau and his liberal party are most of the reason Canada is not the country it used to be.
Identity Attack0.04538634
Insult0.06512285
Profanity0.01128734
Threat0.0065180166
Severe Toxicity0.0026893616
Low Tox 0.11652588 Low Con 0.286
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
No, what divided the country was Canada's loose immigrant program under the Trudeau Liberals. Over a period of 10 years our population went from 35 million to 41 million people, mostly through immigration. That is …
No, what divided the country was Canada's loose immigrant program under the Trudeau Liberals. Over a period of 10 years our population went from 35 million to 41 million people, mostly through immigration. That is an approximate increase of 17%. This increase caused problems with housing, health care, jobs and increased cost to taxpayers because of costs associated with providing services to fake asylum seekers.
Identity Attack0.0543092
Insult0.062150877
Profanity0.011509376
Threat0.0063626673
Severe Toxicity0.0019454956
Low Tox 0.11652588 Constructive 0.718 Policy_Critique
Feb 14, 2026 Canada's tighter immigration policy divides …

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.