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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: ""They look the same and …" 971 comments · Page 16 of 39
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 …
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)
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering …
I love canada but i don’t want canada to become a 3 rd world country, look at the crime, rape , extortion and false claims and the money wasted on asylum seekers, canadians are suffering for these policies . no one ever said temp workers should get a PR , its time to deport and revoke citizenship.
Identity Attack0.28034934
Insult0.23237456
Profanity0.044668075
Threat0.06658544
Severe Toxicity0.01683561
Moderate 0.3302291 Constructive 0.55 Fear_Threat
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a …
The government should fire the immigrants that are working or don't hire them at all, ive had trouble looking in 2019 after I came back from visiting my family from Italy, I couldn't get a job, I just gave up and im on a month to month and my cat is sick too
Identity Attack0.37082586
Insult0.16788013
Profanity0.042413518
Threat0.053654157
Severe Toxicity0.014188796
Moderate 0.32919475 Constructive 0.642
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
It just looks like the Canadian homeless are just shooting themselves in the foot by not utilising these, communities and their free food and stuff. Ofc these all might just be for the cam and …
It just looks like the Canadian homeless are just shooting themselves in the foot by not utilising these, communities and their free food and stuff. Ofc these all might just be for the cam and they discriminate non Indians who try to enter Hindu or Sikh temples, Idk .
Identity Attack0.38223284
Insult0.097093195
Profanity0.04291453
Threat0.2330281
Severe Toxicity0.017610285
Moderate 0.32919475 Constructive 0.513
Oct 10, 2025 Inside Canada's Indian Metropolis (Brampton)
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy …
when u are in rome u, need to act like one, if u go to another country and want to be a citizen be a part of that country or else dont go and destroy their peace by bringing ur baggage and chaos there. really i feel sick how cannada being turned completely into india. indians im not against u but if u go to another country and want to be a part of it dont destroy their own culture and rules for ur own comfort, if not just go to ur hometowns as its not diversification or growth it looks awful how peaceful communities are being turn into something else. india is india dont turn cannada into one
Identity Attack0.29951343
Insult0.27146968
Profanity0.058946952
Threat0.01187109
Severe Toxicity0.012207031
Moderate 0.3286776 Constructive 0.633
Nov 23, 2025 Inside Canada's Indian Metropolis (Brampton)
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that …
this is what indenture servitude looks like in modern times. you bring them subjects in, exploit them, and provide nothing in return to support these. they once again turned humans into slaves, ie commodities that can be used to produce and consume. and all along they encourage these people to be proud of their new condition. this last remaining colonial dominion is ugly, vile, immoral, criminal, inhumane. hopefully the north american union soon occurs so to finally rid the continent of this evil corruption.
Identity Attack0.12735364
Insult0.3388922
Profanity0.06195303
Threat0.036149003
Severe Toxicity0.013995127
Moderate 0.3286776 Low Con 0.28 Moral_Argument
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million …
The thing about India is they only focus on white collar work and this is enforced in their culture and education system. This country of ~1.45 BILLION people (India) vs a population of ~41.3 million people (Canada) looks at white collar work as the only respectable work, sometimes because of their caste system. That's why a lot of poor Indians bathe in contaminated waste water and you see garbage all over the streets. Yet India has some remarkable engineers and mathematicians out of the human species and their billionaires living ~100 meters from the poorest. Second, Indians worship bartering or negotiating for everything even with a set price. saw a group of Indians upset with the price of entry in apple orchard and start arguing with the cashier trying to negotiate the price (my most recent experience). It's just a very different culture that only wants their own from education to even marriage. It's not gonna work with Western values
Identity Attack0.36733335
Insult0.25602314
Profanity0.0741757
Threat0.007832011
Severe Toxicity0.012574885
Moderate 0.3286776 Constructive 0.741
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with …
Most immigrants dont even bother to learn or speak English now...because THEY DONT HAVE TO!! There are so many of them they dont care to be Canadian, I go to the park in Burnaby with my 3 year old & nobody looks like me( im fine with that) what im not fine is that nobody is speaking English ffs!! I feel a foreigner in the place i was born & raised
Identity Attack0.37152436
Insult0.16831873
Profanity0.08549073
Threat0.0074436385
Severe Toxicity0.013478675
Moderate 0.3281604 Constructive 0.611
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be …
That cop inside the house never passed his physical test period end of story, stop hiring these people they are not loyal to Canadians only to India and Pakistan and yes this has to be looked at as this creates moles inside the Police and Government positions for these Criminal gangs from India and Pakistan to operate freely here.
Identity Attack0.36942887
Insult0.26196828
Profanity0.026727317
Threat0.011430934
Severe Toxicity0.0119018555
Moderate 0.3281604 Moderate Con 0.38 Fear_Threat
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Why were immigrants brought in? Answer that first! Who allowed it?? People go through a legal process, pay legal dues, wait with pride their turn to get entry to Canada to see themselves grouped with …
Why were immigrants brought in? Answer that first! Who allowed it?? People go through a legal process, pay legal dues, wait with pride their turn to get entry to Canada to see themselves grouped with those who were allowed in free and demanding their cultural needs be met! And guess who bent over backwards!! It's painful people looking down upon you as hateful aliens! Stand up to policy makers and ask why that policy! They are busy with their shananigans adding votes to stay at helm while we spit venom!
Identity Attack0.27701542
Insult0.27146968
Profanity0.038154904
Threat0.009722093
Severe Toxicity0.010986328
Moderate 0.32712606 Constructive 0.593 Policy_Critique
Aug 28, 2025 Why Canadians Are Turning Against …
It's not hard to track them. Look for those runaways, track them, they're fully non-compliant, take their bio-metrics, DEPORT THEM!
It's not hard to track them. Look for those runaways, track them, they're fully non-compliant, take their bio-metrics, DEPORT THEM!
Identity Attack0.18235919
Insult0.19734058
Profanity0.03464781
Threat0.13815513
Severe Toxicity0.016706496
Moderate 0.3266089 Low Con 0.262
Sep 30, 2025 IRCC Names India in Study …
I wanna tell you this folks , the reason we Indians get jobs ( which you racist people dont like ) is not because our people are there and they hire us , its because …
I wanna tell you this folks , the reason we Indians get jobs ( which you racist people dont like ) is not because our people are there and they hire us , its because we work hard we do extra shifts , we have skills which employers are looking for . Moreover , the companies which hire Indians are owned and operated by no other then Canadians or i should say white canadians itself. So instead of blaming one community for your every problem , work hard , learn skills which will make your life more easy .
Identity Attack0.36702603
Insult0.24767025
Profanity0.06395709
Threat0.009048914
Severe Toxicity0.012435913
Moderate 0.3266089 Constructive 0.583
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm unemployed and looking for a poon job
I'm unemployed and looking for a poon job
Identity Attack0.011617327
Insult0.10440776
Profanity0.2661081
Threat0.009385503
Severe Toxicity0.011367798
Moderate 0.3245134 Moderate Con 0.409 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy …
Tyler - was onto something but missed a HUGE story by not diving in deep enough. The Indian invasion in Canada makes the Minnesota Somalian insanity look like small potatoes. I’d be more than happy to be interviewed by Tyler.
Identity Attack0.2869935
Insult0.28997475
Profanity0.025497584
Threat0.008220384
Severe Toxicity0.0090789795
Moderate 0.3245134 Constructive 0.601
Jan 27, 2026 Inside Canada's Indian Invasion...
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other …
Lol , this dude travelled to spread some hatred and all he got in return is loads of food and nice treatment and left him wondering why his own people don't look after each other and Indians do! The white europeans went there and built all those churches and spread their culture, now can't stand watching someone else do that.
Identity Attack0.33352965
Insult0.15414265
Profanity0.089693464
Threat0.009903334
Severe Toxicity0.011749268
Moderate 0.3245134 Moderate Con 0.402 Moral_Argument
Oct 6, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
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...
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
"People don't understand that many Arab or Pakistani people look Indian. They do these things, but all the blame comes to India."
Identity Attack0.4139151
Insult0.12702756
Profanity0.057443913
Threat0.010421164
Severe Toxicity0.0125103295
Moderate 0.32397532 Constructive 0.508 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going …
Canadian immigrant from the late 80's here. This nightmare is all by design. If you want to know Canada's future, look to the UK. It's coming here. Yet Canadians keep voting Liberal!!! What's it going to take for Canadians to wake tf up?!
Identity Attack0.28034934
Insult0.19500497
Profanity0.25367188
Threat0.009722093
Severe Toxicity0.014188796
Moderate 0.32397532 Constructive 0.528 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who …
My neighbourhood is primarily made of immigrants. I see a lot of elderly people brought to Canada by their adult kids. I see a huge number of single swarthy complexioned looking single males. Males who sit in malls, stand at streetcorners, wander and sleep in our parks. I no longer feel safe walking my dog. I am told to take my fnnn dog off the road. It's their road. Like he!!. My family came here as immigrants, paid their own way, bought real estate and never ever asked anyone for help. We even had to pay for our own healthcare before the NDP eventually intoduced national healthcare. And don't kid yourself, the refugee you find to get freebees off the Canadian taxpayers are not always poor. They keep their investments in Swiss, German, UK and US banks. Canadians are way too laid back and let this happen.
Identity Attack0.34324843
Insult0.24561718
Profanity0.10240069
Threat0.009955117
Severe Toxicity0.017287504
Moderate 0.32182294 Constructive 0.629 Personal_Narrative
Aug 26, 2025 Why Canadians Are Turning Against …
I’m not racist for wanting my hometown to stay and look like my hometown, I’m not racist for not wanting sharia law imposed in our judicial systems, I’m not racist for wanting what generations of …
I’m not racist for wanting my hometown to stay and look like my hometown, I’m not racist for not wanting sharia law imposed in our judicial systems, I’m not racist for wanting what generations of families have built to go to those families. I’m not racist for looking at the blatant voter fraud and importation of 3rd world individuals in the masses as a problem, and there certainly isn’t a chance we will shut up and allow it to happen.
Identity Attack0.29035977
Insult0.24767025
Profanity0.07223598
Threat0.011586283
Severe Toxicity0.012130737
Moderate 0.32182294 Constructive 0.593 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
I see why drake looks like a Indian now 😂
I see why drake looks like a Indian now 😂
Identity Attack0.36702603
Insult0.15911613
Profanity0.10920923
Threat0.009747985
Severe Toxicity0.01683561
Moderate 0.32128486 Moderate Con 0.329
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
The video editing is super cheap, looks like a bunch of random kaleidoscoped AI shots. The story also seems fake.
The video editing is super cheap, looks like a bunch of random kaleidoscoped AI shots. The story also seems fake.
Identity Attack0.018872296
Insult0.16780703
Profanity0.13256322
Threat0.011638066
Severe Toxicity0.01083374
Moderate 0.32128486 Low Con 0.124 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
the whole vid tyler looks so cold 🤣🤣
the whole vid tyler looks so cold 🤣🤣
Identity Attack0.020882076
Insult0.06669625
Profanity0.196476
Threat0.025789235
Severe Toxicity0.01986976
Moderate 0.32074678 Moderate Con 0.319 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my …
I would not want to leave my country for this kind of insult look how that polish guy was talking about them and tbh he's not totally wrong either I will rather live in my own country and make it a better place to live and not have buch of kids or maybe not even one ❤
Identity Attack0.27991617
Insult0.086852804
Profanity0.108590275
Threat0.021127338
Severe Toxicity0.01502803
Moderate 0.32074678 Constructive 0.627 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Metropolis (Brampton)

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.