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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: "I think what this is …" 951 comments · Page 15 of 39
calling USA the greatest country of all time just shows the level of brain washing done to these people to manipulate these people into thinking that USA is the greatest
calling USA the greatest country of all time just shows the level of brain washing done to these people to manipulate these people into thinking that USA is the greatest
Identity Attack0.1769227
Insult0.2817503
Profanity0.096805766
Threat0.0103175985
Severe Toxicity0.010757446
Moderate 0.3367073 Low Con 0.114
Jan 27, 2026 Inside Canada's Indian Invasion...
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal …
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal with some immigration, the Indians aren’t the biggest problem
Identity Attack0.38699543
Insult0.16124763
Profanity0.10549548
Threat0.060443077
Severe Toxicity0.022064678
Moderate 0.3367073 Moderate Con 0.335 Comparative_Framing
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
Canadians have always think Québec has bad people those french now you know you are wrong 😂
Canadians have always think Québec has bad people those french now you know you are wrong 😂
Identity Attack0.36702603
Insult0.24928534
Profanity0.027683776
Threat0.0071847234
Severe Toxicity0.00919342
Moderate 0.33421695 Low Con 0.243
Aug 26, 2025 Why Canadians Are Turning Against …
They are only reporting 8% I think its more along the lines of 20% around 200 000 or more students is what she was trying to get out of her but she shut everything down …
They are only reporting 8% I think its more along the lines of 20% around 200 000 or more students is what she was trying to get out of her but she shut everything down with they are working on it. 20% is stretch maybe but that is the severity of it and out of the 20% or what ever the final number is 8% are Indian 79 000 students non compliant or missing lol crazy.
Identity Attack0.10221587
Insult0.33154017
Profanity0.15812257
Threat0.009281937
Severe Toxicity0.008850098
Moderate 0.33338684 Constructive 0.634
Oct 8, 2025 1 likes IRCC Names India in Study …
Hindu castiest beliefs and it's effects are true Hindu fatigue 🚩🚩🚩 India is a great place but Those beliefs are dangerous Read about them Hindu castiest beliefs and the action done by each God , …
Hindu castiest beliefs and it's effects are true Hindu fatigue 🚩🚩🚩 India is a great place but Those beliefs are dangerous Read about them Hindu castiest beliefs and the action done by each God , I don't think even adult can read those verse What's ghe effect? Castiesm So corruption can be justified It's Ill effects world is seeing As it was within the country for thousand of years ,
Identity Attack0.37655997
Insult0.34032786
Profanity0.14402086
Threat0.064645745
Severe Toxicity0.02439716
Moderate 0.33255672 Constructive 0.547
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Comment section is genuinely just a far right echo chamber full of uneducated “free thinking” conservatives who know nothing about inflation or immigration.
Identity Attack0.08087392
Insult0.34548226
Profanity0.02023706
Threat0.006550381
Severe Toxicity0.0046920776
Moderate 0.3308965 Low Con 0.165
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by …
This is going to sound super cruel but in American its just as bad, over the last 8 years over 30 family owned businesses or small restaurants have been taken over and bought out by Indian people in my area alone, the food quality dips, quality in general dips, they're rude, they get mad if THEY mess up at you which is super disrespectful. I come from a Hispanic culture do be respectful to other human beings if you enter another person's country. Your laws no longer apply here and people who are foreign seem to think that is not the case. I hate seeing local grocery stores get bought out because nothing feels the same. Its not a community anymore its an infestation of rude, self centered obnoxious foreigners who treat everyone like crap because they're miserable. Many don't last because American's aren't going to go to a place that isn't really local anymore its not the same faces they're used to its a cheap old Indian man who is too lazy to fix anything and gets mad when you order too much and by too much like 4 things....
Identity Attack0.35948995
Insult0.19734058
Profanity0.16915557
Threat0.018019408
Severe Toxicity0.01825585
Moderate 0.3302291 Constructive 0.729 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience …
tbh, i think Canada shows how bad policy and immigrants would ruin a developed country. Canada doesnt have too much population and that makes it more vulnerable. soon one day if i want to experience Indian culture, i could just visit Canada😂😂😂
Identity Attack0.38223284
Insult0.16053712
Profanity0.03339528
Threat0.0097738765
Severe Toxicity0.011749268
Moderate 0.3302291 Moderate Con 0.397
Jun 19, 2025 How Canada broke its immigration …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped …
I walked into a house that I wanted to lease. It was of course rented by Indians and some were still living in there. The owner wanted almost $4k per month. The moment I stepped foot inside the house, the stench was so powerful that it nearly made me vomit. I initially thought it was just the entrance, it got progressively worse the further in I went. Bathrooms were unclean, there were stains all over the walls, rotten food around, dirty shoes and clothes thrown all around, damage to just about every corner inside of the house ... I walked out. The next day, I went to see another house on the other side of the city, thinking it's more on the outskirts and it looked slightly better on the outside, same exact situation and I was ironically asked if I was "Indian because I can get a discount on the rent", I walked out. The blatant racism and disrespect was nauseating. I was raised that it's not permissible to exit out of your house dirty let alone not cleaning up after yourself. I was raised to be fluent in both official languages. I'm not seeing any of these norms happening anymore... if anything, it's the complete opposite.
Identity Attack0.32768643
Insult0.24835461
Profanity0.25275812
Threat0.039256934
Severe Toxicity0.023076924
Moderate 0.3302291 Constructive 0.74
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
this video is oneo fthise disinfo videos to promote division and hate ...stop it ...i think we should pass laws for ppl who try to oundermine or cause issue sin canada trying to undermine it …
this video is oneo fthise disinfo videos to promote division and hate ...stop it ...i think we should pass laws for ppl who try to oundermine or cause issue sin canada trying to undermine it and for those thatdont get it look up rusisa subversion plan to undermine western democracys then you will understand hwo wrong this channel is
Identity Attack0.050216515
Insult0.15982662
Profanity0.070942834
Threat0.017846745
Severe Toxicity0.012574885
Moderate 0.3302291 Moderate Con 0.33
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Vietnamese are hard working, happy to integrate and don’t think they are entitled - everything the Islamic migrants are not.
Vietnamese are hard working, happy to integrate and don’t think they are entitled - everything the Islamic migrants are not.
Identity Attack0.41222036
Insult0.15982662
Profanity0.027683776
Threat0.0071588317
Severe Toxicity0.010070801
Moderate 0.3302291 Moderate Con 0.461
Aug 10, 2018 6 likes How much do refugees and …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given …
Carney put an incompetent in this Immigration role. He wants millions of new immigrants to come to Canada. While they may have lowered student Visas and temporary worker permits, VISITOR PERMITS are probably being given out in the millions …. ONCE these ‘visitors come’ - they are NEVER followed up to ensure they go home. It is these people applying for refugee status or asylum .. in the millions …. Liberals want this uncontrolled immigration - with no checks and balances .. because these are the millions of new votes they are getting. Who can check on VISITOR visas and the numbers coming in and going home? I think this is the gap …????
Identity Attack0.0775651
Insult0.36365277
Profanity0.024677763
Threat0.007832011
Severe Toxicity0.006980896
Moderate 0.3286776 Constructive 0.524 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
That guy explained what they think and not respecting our religion, then easier go in the country of your religion and no more need for hating Christian or other religions 🤔😥
That guy explained what they think and not respecting our religion, then easier go in the country of your religion and no more need for hating Christian or other religions 🤔😥
Identity Attack0.3780483
Insult0.09124154
Profanity0.049678206
Threat0.009566744
Severe Toxicity0.011291504
Moderate 0.3281604 Moderate Con 0.405 Moral_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one …
I don't understand what makes them think they can come to a White country, on Christian land, seriously. Their food? Why would you eat that witchcraft food anyway. Unless it's coming from a Christian, one that actually follows Jesus Christ you shouldn't be eating it. American Indians confirm Vikings were there the same time they were, but the fact is, Vikings travelled everywhere they just didn't settle everywhere and they actually came long before the American Indians saw them, as in Vikings were actually in America first. What is it with brown people, seriously. You know why they have low iq? It really and seriously is about who you worship, you worship Jesus Christ he naturally has you eat certain foods that you are missing the vitamins and minerals which if you don't have enough of will lower your iq level. Seriously, satan doesn't care about making you smart clearly he wants every nigger raping and pillaging because it's not about making you well, it's about making you sick and everyone around you. Indians are known to be disgusting and unhygenic, they are majority a muslim and hindu nation, they will shit on their beaches it is part of their culture, utterly almost all disgusting people.
Identity Attack0.37432748
Insult0.16780703
Profanity0.16636424
Threat0.013269233
Severe Toxicity0.017287504
Moderate 0.32764325 Moderate Con 0.455 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
I think Canada is no place Indian fraud and do corruption and also biasing any more… all Canadian leaders must take responsible for Canadian generation and values
I think Canada is no place Indian fraud and do corruption and also biasing any more… all Canadian leaders must take responsible for Canadian generation and values
Identity Attack0.30256465
Insult0.25800487
Profanity0.02208166
Threat0.0076766624
Severe Toxicity0.0090789795
Moderate 0.32712606 Moderate Con 0.354
Sep 30, 2025 1 likes IRCC Names India in Study …
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why …
Why treat foreigners with hospitality, when the foreigners don't appreciate anything they are given. If we did any of that disrespect in foreigners country. Really? Think about it. Why are so many allowing this?? Why tolerate it in our home country. These foreigners don't care. The elites don't care. The so call government dont care... why would any woman want to bring babies into this world to have them suffer just like every human generations pass. Yes... so true. Immigrants house all into groups no privacy. All work for little to nothing, shame on all ceos. Going against their own country men.
Identity Attack0.37292135
Insult0.21836096
Profanity0.07223598
Threat0.012751401
Severe Toxicity0.014511578
Moderate 0.32712606 Constructive 0.545
Sep 10, 2025 Why Canadians Are Turning Against …
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
since when did new immigrants think they own Canada ! Canada doesn't owe no one nothing Stay in your country ! Fix it !
Identity Attack0.36702603
Insult0.15840563
Profanity0.019143965
Threat0.009592636
Severe Toxicity0.012703998
Moderate 0.32712606 Low Con 0.285 Identity_Assertion
Feb 16, 2026 Canada's tighter immigration policy divides …
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it …
Seems like this is happening everywhere with all different types of cultures...... im starting to think they aren't running from their country, they are residing here to take advantage of our broken systems..... until it gets patched, like a video game glitch..... insane
Identity Attack0.18705739
Insult0.26957804
Profanity0.07255927
Threat0.008686432
Severe Toxicity0.008735657
Moderate 0.3266089 Moderate Con 0.411
Jan 27, 2026 Inside Canada's Indian Invasion...
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their …
Now i dont mean to incite violence, but @1:39 this phrase makes a guy do some thinking. Something something, one bad apple to ruin the bunch... Something something, they would have us beheaded in their country... Something something, they despise us for not accepting their fake god... I dont mean to say there is a limit the people can take before they start opposing those protests and riots in the streets. but as Somebody who has never had or wanted to have a hateful bone in my body. Why do these cultists spark so much (and it pains me to even say this but) hatred in me.
Identity Attack0.17226285
Insult0.24835461
Profanity0.21781154
Threat0.13178273
Severe Toxicity0.01935331
Moderate 0.3260917 Constructive 0.624 Fear_Threat
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Just think about it. They have like 1.5 billion people. How glad we are not be born there. Not being a Indian might be a flex at this point
Just think about it. They have like 1.5 billion people. How glad we are not be born there. Not being a Indian might be a flex at this point
Identity Attack0.3895355
Insult0.08558089
Profanity0.07740857
Threat0.021127338
Severe Toxicity0.018191293
Moderate 0.3260917 Moderate Con 0.388
Jan 27, 2026 96 likes Inside Canada's Indian Invasion...
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
The white guy making blanket statements about a race is out right racism because he is categorizing a certain group of people thinking everyone does the same thing !
Identity Attack0.36803186
Insult0.14512913
Profanity0.054938845
Threat0.009281937
Severe Toxicity0.01083374
Moderate 0.32557452 Moderate Con 0.306 Moral_Argument
Jan 27, 2026 6 likes Inside Canada's Indian Invasion...
Canadians r turning against immigrants.. instead of turning against who allowed those immigrants in in the first place. Brilliant guys! U have finally reach the thinking level of a goldfish!
Canadians r turning against immigrants.. instead of turning against who allowed those immigrants in in the first place. Brilliant guys! U have finally reach the thinking level of a goldfish!
Identity Attack0.2803029
Insult0.25404143
Profanity0.019007329
Threat0.0076119336
Severe Toxicity0.008544922
Moderate 0.32397532 Low Con 0.214
Sep 11, 2025 2 likes Why Canadians Are Turning Against …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New …
I think the driving in Canada and the United States has gotten crazy because of the massive amounts of immigrants that are pouring into the countries. I live in a small town in upstate New York and it’s gotten so bad to drive here. It is outrageous. We also have a extremely diverse community. Looks like a Third World country where I live no joke.
Identity Attack0.29035977
Insult0.25205973
Profanity0.06946823
Threat0.007857903
Severe Toxicity0.01083374
Moderate 0.32397532 Constructive 0.563 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Sneak into what country? The one whose school system is for shooting? Or the one who elects people that think you can drink bleach? Please. Tell us more about the “greatest”. 😂😂😂😂😂😂
Identity Attack0.04048799
Insult0.17237684
Profanity0.07934829
Threat0.13279422
Severe Toxicity0.013349563
Moderate 0.32397532 Low Con 0.143 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
A good part of me doesn't like this video and thinks tyler just capitalizes off what people want to hear. There's so many nice brown people why do we have to divide ourselves idk man.
A good part of me doesn't like this video and thinks tyler just capitalizes off what people want to hear. There's so many nice brown people why do we have to divide ourselves idk man.
Identity Attack0.33352965
Insult0.08212569
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.013672344
Moderate 0.3234372 Constructive 0.642 Policy_Critique
Feb 5, 2026 12 likes Inside Canada's Indian Invasion...

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.