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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 am not saying all …" 1,368 comments · Page 17 of 55
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
About the Africans part id say he's Wrong. African we dont Grape people. We actually OFF grapers. Unlike the muslims from Pakistan and some Indians. Generally Muslims feel thats okay
Identity Attack0.48990932
Insult0.2817503
Profanity0.20700185
Threat0.030278467
Severe Toxicity0.02439716
Moderate 0.40336934 Constructive 0.663 Unverified_Claim
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are …
We have a ton of drug crime, gangs now all run by Indians. Alot of street shooting and drive by- never had that before the mass migration started...as soon as we say anything we are targeted as racists. I was fired from a government contract for catching corruption. They litter a ton - never had litter across canada so bad. It is destroying our cities they live like it is a slum when the concentrate in specific neighborhoods. Right now we have about 2 million illegal students who came on a student visa - but stayed after the expiry. Many took over the smaller trucking businesses and fast food franchises - those 2 industries became SO CORRUPT! They don't get car insurance - I know several people who got hit in Alberta - NO COVERAGE and no accountability. 75% of Canadians want them gone!...every industry they get involved in in large numbers gets corrupted and becomes problematic, because it is just part of their culture/way of life.
Identity Attack0.46028158
Insult0.36798462
Profanity0.07934829
Threat0.122295745
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.675 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
They live in Brampton and commute everywhere in the GTHA and beyond. Their presence isn’t actually a problem, but their behaviour has made their presence a problem. That white man in front of Tim hortons …
They live in Brampton and commute everywhere in the GTHA and beyond. Their presence isn’t actually a problem, but their behaviour has made their presence a problem. That white man in front of Tim hortons is a lil ignorant tho, intelligence may be an issue but I’d say the bigger issue is customer service , communication, understanding and laziness. Cannot be bothered to do their job correctly or maintain a comprehension level higher than a kindergarten student. It’s soooooo problematic.
Identity Attack0.30256465
Insult0.4534306
Profanity0.04892669
Threat0.006874025
Severe Toxicity0.011444092
Moderate 0.40336934 Constructive 0.52 Policy_Critique
Jan 30, 2026 2 likes Inside Canada's Indian Invasion...
Your pal Warren Kinsella is saying “conservatives are taking out their problems on immigrants”…. Can someone straighten his teenager brain out?
Your pal Warren Kinsella is saying “conservatives are taking out their problems on immigrants”…. Can someone straighten his teenager brain out?
Identity Attack0.09659086
Insult0.46173862
Profanity0.043415543
Threat0.012854968
Severe Toxicity0.012703998
Moderate 0.4014846 Moderate Con 0.326 Meta_Commentary
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
so they're just saying it out loud what every concerned Canadian knows for so many years now .. the question is..what are they going to do about it? Start deporting these fraudulent fake students
so they're just saying it out loud what every concerned Canadian knows for so many years now .. the question is..what are they going to do about it? Start deporting these fraudulent fake students
Identity Attack0.1444726
Insult0.4534306
Profanity0.03990845
Threat0.03718498
Severe Toxicity0.012054443
Moderate 0.4014846 Moderate Con 0.331
Oct 2, 2025 1 likes IRCC Names India in Study …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Identity Attack0.36702603
Insult0.41530323
Profanity0.055940874
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.4014846 Moderate Con 0.319 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Saying Africans have an IQ below 70 is insane
Saying Africans have an IQ below 70 is insane
Identity Attack0.46028158
Insult0.34032786
Profanity0.21024476
Threat0.009074804
Severe Toxicity0.021419114
Moderate 0.4014846 Low Con 0.124 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. …
8:30 I am not really sure about what that bold guy says is entirely true. How can one drive an uber without a license. Uber and Lyft put you through a process before you drive. You can't operate on their app without being vetted and if he saw someone using someone else's uber he should report their ass ASAP. Assimilation is cultural difference is a real problem I agree but a lot of Immigrants are hardworking law abiding people.
Identity Attack0.11512129
Insult0.26957804
Profanity0.39409557
Threat0.013424582
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.854
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about …
You spent a lot of time with that racist dude mr Oliveira lol. Those stats about Africans having low iqs, how do you think that data is collected? Just think for a second, what about an American education system would compare to say the local village school in rural Kenya? Do you think something like that would play a part in iq level? Some of you need to get your own checked I swear. 35% of Kenyans live under the FOOD poverty standard. 18.3 million people live under the food poverty line in the United States (13%> of US population) 18.5 million live under the food poverty line in Kenya. The population of Kenya is around 53 million. That’s just over 1/7 of the US population. Do you think that maybe plays a part? That’s only one country, we can keep going, if you crunch the numbers on the whole continent it’s so obvious that you’d have to be .. low iq not to see it lol.
Identity Attack0.37082586
Insult0.4125297
Profanity0.07223598
Threat0.009281937
Severe Toxicity0.018707745
Moderate 0.4014846 Moderate Con 0.48
Jan 27, 2026 Inside Canada's Indian Invasion...
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work …
People say how tragic, but it's the politicians whom they voted to power that welcomed these evil people with open arms, defending them in parliament. They bring these people to get the work dirty work done and defend them like in a situation at this time saying people are racist Islamophobic etc and give them everything they want backed by extremist organizations and political parties given a passport and get them to vote for them🗳 These extremists hate all religions, white people, western countries except Islam and terrorism around the world 🌎 🙄 😒 😑 😴 🤣
Identity Attack0.39870077
Insult0.40243408
Profanity0.11477985
Threat0.027515862
Severe Toxicity0.021031776
Moderate 0.4014846 Moderate Con 0.499
Dec 24, 2025 1 likes Deportations From Canada at Their …
I have to say to bike guy, bro.. you need to relax your racist remarks, if you actually meet africans, they're the opposite of the black americans. They have system just like filipinos.
I have to say to bike guy, bro.. you need to relax your racist remarks, if you actually meet africans, they're the opposite of the black americans. They have system just like filipinos.
Identity Attack0.4774257
Insult0.33154017
Profanity0.11477985
Threat0.008582866
Severe Toxicity0.018836858
Moderate 0.4014846 Constructive 0.556 Moral_Argument
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, …
LOl the fact CBC denies anything proves it is true. Doesn't CBC know everyone thinks they are liars? The anti Cdn propaganda machine funded by money stolen from Cdns? This isn't just me saying it, I haer it all the time. " Everyone knows CBC is full of it." As the left crumbles having created Trump they went into shock. Comes around goes around. Cdn Bonds are now junk and your houses will soon be worthless. Laugh today, you will be weeping soon. Goodbye!
Identity Attack0.023595277
Insult0.46173862
Profanity0.0838743
Threat0.008841781
Severe Toxicity0.009346008
Moderate 0.4014846 Low Con 0.294
Jul 16, 2018 2 likes How much do refugees and …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in …
clicked on this video hoping for an even sided take instead it seems like this guy has already made up his mind and is actively showing and promoting racist views, i remember growing up in Burnaby BC and Vancouver bc when the chinese/japanese and just asia in general started immigrating to canada. The racists back then whined and cried about a ton of asian shops opening and bad drivers etc. Hell they didn't even like asian only churches they would cry "why do they need their own churches?" while saying their cooking stinks, their shops stink to their face and bitching about just about anything. Now its happening again in Toronto and the racists have moved on from asians and now focus their hate towards the indian community. as a native American all i can say is if you're actively going to bitch about immigrants. Maybe everyone that isn't native american or culture didnt originate from the north Americas should head back home? otherwise quit bitching and learn to love one another. At the end of the day Canadians and Americans are imigrants from Europe.
Identity Attack0.40713623
Insult0.36798462
Profanity0.2813443
Threat0.015947454
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.628 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Come on Ford get rid of them all fake people that say they want to be here but are enemies of canada
Identity Attack0.24462871
Insult0.38406035
Profanity0.043415543
Threat0.30463433
Severe Toxicity0.022064678
Moderate 0.4013387 Low Con 0.245 Identity_Assertion
Sep 4, 2025 1 likes Why Canadians Are Turning Against …
The fact the Tyler saying that he would go buy a knife for self defense is literally a crime here in Canada is crazy.
The fact the Tyler saying that he would go buy a knife for self defense is literally a crime here in Canada is crazy.
Identity Attack0.13377325
Insult0.43450394
Profanity0.057443913
Threat0.03235042
Severe Toxicity0.011291504
Moderate 0.40060925 Low Con 0.284 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
One thing I noticed is the only thing people ever say positive about foreigners coming to their area is that the food is good. Like just pay attention now and you’ll see, it’s always “ …
One thing I noticed is the only thing people ever say positive about foreigners coming to their area is that the food is good. Like just pay attention now and you’ll see, it’s always “ the food is better now that we have diversity” lol it’s like wtf
Identity Attack0.22458547
Insult0.16989174
Profanity0.4185329
Threat0.008336896
Severe Toxicity0.02296847
Moderate 0.39987978 Moderate Con 0.466 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Europe people come to canada they say its theirs , when indians come here its bad.
Europe people come to canada they say its theirs , when indians come here its bad.
Identity Attack0.49584505
Insult0.26395
Profanity0.07999486
Threat0.008893564
Severe Toxicity0.01896597
Moderate 0.39987978 Low Con 0.214 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
If the government is saying $57000 is middle to lower class , what the hell is $29000 disabled pay ??. It must be poverty living .
If the government is saying $57000 is middle to lower class , what the hell is $29000 disabled pay ??. It must be poverty living .
Identity Attack0.099072486
Insult0.24928534
Profanity0.39409557
Threat0.008919456
Severe Toxicity0.022064678
Moderate 0.39915034 Low Con 0.292 Economic_Argument
Jan 4, 2026 2 likes New rules, regulations take effect …
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!? Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading …
Why are they not telling the whole list of countries but just said, "India is the 1st in that list?!? Islamists are crawIing into our Western developed civilized Christian countries like a covid was spreading around, but no one says or does anything to prevent that!!!!!
Identity Attack0.45610145
Insult0.26196828
Profanity0.17334256
Threat0.03649433
Severe Toxicity0.023082556
Moderate 0.39915034 Low Con 0.271 Fear_Threat
Sep 30, 2025 IRCC Names India in Study …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far …
Guy says every one should live happily 😂😂 When same ppl don’t like Bangolis, Kashmiri or Afghan immigrants in India. And we know India is known for its racism. 😂 These Panjeets stand with far right fascists against Muslim immigrants but ironically they are the majority immigrants in Middle eastern countries.
Identity Attack0.46028158
Insult0.34101152
Profanity0.12220735
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.39915034 Moderate Con 0.433
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Lol conservative has been saying that but liberals and their sheeps enjoyed massive immigration
Identity Attack0.2783691
Insult0.40975618
Profanity0.17241211
Threat0.009851551
Severe Toxicity0.01644827
Moderate 0.39842087 Low Con 0.244 Identity_Assertion
Jan 19, 2026 4 likes Why Canada’s immigration system has …
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Ty for all the immigrants that want to be a canadian for speaking up us white Canadians we can actually go to jail for saying anything for hate speech and possibly hate crimes.
Identity Attack0.46028158
Insult0.25800487
Profanity0.049678206
Threat0.04029291
Severe Toxicity0.018707745
Moderate 0.39842087 Constructive 0.504 Identity_Assertion
Aug 25, 2025 8 likes Why Canadians Are Turning Against …
I'm half Indian but still will say.. it's better than Muslim community in uk
I'm half Indian but still will say.. it's better than Muslim community in uk
Identity Attack0.50515765
Insult0.16824563
Profanity0.13873272
Threat0.013702838
Severe Toxicity0.023076924
Moderate 0.39842087 Constructive 0.56 Identity Attack
Dec 14, 2025 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.