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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 don’t like it All …" 2,805 comments · Page 34 of 113
I worked with Lena Diab 20 years ago and am not in any way surprised by this. How she ever got elected is beyond me and the fact that she is in charge of our …
I worked with Lena Diab 20 years ago and am not in any way surprised by this. How she ever got elected is beyond me and the fact that she is in charge of our immigration system has me gobsmacked. Like all the other incompetent Liberals, she has to go
Identity Attack0.10221587
Insult0.47384647
Profanity0.06596114
Threat0.0097738765
Severe Toxicity0.009346008
Moderate 0.40336934 Moderate Con 0.462 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
14:52 come to india bruh, whole India(Hindutva politics) run because of hating on minorities like muslims, Dalits and Sikhs.
14:52 come to india bruh, whole India(Hindutva politics) run because of hating on minorities like muslims, Dalits and Sikhs.
Identity Attack0.46614665
Insult0.2469859
Profanity0.1696208
Threat0.085497424
Severe Toxicity0.023411209
Moderate 0.40336934 Moderate Con 0.386
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a …
Imo this isn't colonization or an invasion, no one's getting r*ped killed or forcefully moved from their homes. They are weak and choose to move away from the Indians. Also many Indians will adapt a more western lifestyle overtime due to assimilation so cleanliness won't be a big concern overtime. In history migrations like this happen and have happened so many times and sometimes the demographic of a country is permanently changed, it always happens. Stop complaining about it, nothing lasts forever.
Identity Attack0.38699543
Insult0.34314156
Profanity0.4185329
Threat0.13127698
Severe Toxicity0.0394905
Moderate 0.40336934 Constructive 0.568 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
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...
You should see the state of the GTA at this point, it's ridiculous. I grew up there, in the span of just 30 years it's like a night and day difference in demographics. We went …
You should see the state of the GTA at this point, it's ridiculous. I grew up there, in the span of just 30 years it's like a night and day difference in demographics. We went from a high-trust society that could leave our doors unlocked during the day to the exact opposite. You can't walk around at night in some areas anymore, there is just so much violence now. Especially from gangs or wannabe fake gansters.
Identity Attack0.050216515
Insult0.46625584
Profanity0.13608865
Threat0.0130621
Severe Toxicity0.01083374
Moderate 0.4014846 Constructive 0.699 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
SAME,CT, SCAN 6 MONTHS LIKE WTF
SAME,CT, SCAN 6 MONTHS LIKE WTF
Identity Attack0.009693438
Insult0.09416737
Profanity0.48510036
Threat0.009799767
Severe Toxicity0.023106033
Moderate 0.4014846 Moderate Con 0.313 Question
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
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...
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...
Hmmm starting to feel Tyler's pushing an agenda. Why havent you investigated ICE? When all the Venezuelan stuff was going on in Colorado you had a video up in like 5 days. Is it because …
Hmmm starting to feel Tyler's pushing an agenda. Why havent you investigated ICE? When all the Venezuelan stuff was going on in Colorado you had a video up in like 5 days. Is it because brown people are bad?
Identity Attack0.4830652
Insult0.30797598
Profanity0.10363861
Threat0.009592636
Severe Toxicity0.015157142
Moderate 0.4014846 Moderate Con 0.424 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years …
You're lucky that at the time when Indians' turn came you've access to the internet 3.0 and can make/post disillusioing videos like this one, otherwise it should ideally be first things first. Some 200 years ago, when Canada was being formed what would the title be????Inside Canada's European Invasion...😆😆. Why just Canada? Over two-third of the world would be sending you curses as you didn't let a single place alone out of your eagle grade eyes and claws(but only if there was youtube back then). Now you are sulking and whining when others give you a taste of your medicine. Learn to deal with it!!! Europeans never brought a civilization of peace and tranquility to this country either, atleast Indians bring some colors,dynamism,entrepreneurship and hard work which aids its economy.
Identity Attack0.31015682
Insult0.40243408
Profanity0.26735115
Threat0.03856628
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.472 Moral_Argument
Feb 9, 2026 Inside Canada's Indian Invasion...
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
Europeans invaded a lot of countries back in their old times and looted all the resources like money and gold … now when karma hits back they cry like a dog …. Now many comment …
Europeans invaded a lot of countries back in their old times and looted all the resources like money and gold … now when karma hits back they cry like a dog …. Now many comment warriors will come with their inhumane racism but what I said is true
Identity Attack0.3825363
Insult0.38852
Profanity0.11354194
Threat0.013113883
Severe Toxicity0.021548226
Moderate 0.4014846 Moderate Con 0.318 Moral_Argument
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
I used to not be able to stand this guy. I was a little upset with the whitteker inbred videos, but this guy's content is good. I like what he is doing. I think Tyler …
I used to not be able to stand this guy. I was a little upset with the whitteker inbred videos, but this guy's content is good. I like what he is doing. I think Tyler can get a lot more done than that stupid Nick Shirley who had that old man Dave figure everything out so he could swoop in and take all the credit for it. Dave ended Walz not Shirley.
Identity Attack0.04177703
Insult0.44464502
Profanity0.29209393
Threat0.012130005
Severe Toxicity0.016900165
Moderate 0.4014846 Constructive 0.617 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
After the Trudeau nightmare years, I'm sure that many Canadians would beg to get Harper back. Hate him or like him, he wasn\\t corrupt and un-ethical like JustDIM Trudeau.
After the Trudeau nightmare years, I'm sure that many Canadians would beg to get Harper back. Hate him or like him, he wasn\\t corrupt and un-ethical like JustDIM Trudeau.
Identity Attack0.037909906
Insult0.4794537
Profanity0.026863953
Threat0.007573096
Severe Toxicity0.007247925
Moderate 0.4014846 Moderate Con 0.463 Policy_Critique
Feb 17, 2026 3 likes LILLEY UNLEASHED: The fall of …
America is certainly not the greatest country on earth. Most racist, for sure just like your narrative.
America is certainly not the greatest country on earth. Most racist, for sure just like your narrative.
Identity Attack0.3958119
Insult0.36798462
Profanity0.053435806
Threat0.00746953
Severe Toxicity0.015479924
Moderate 0.4014846 Low Con 0.195 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
Guys all shook acting like Sikhs/Punjabis are gonna shank him or rob him for no reason lol
Guys all shook acting like Sikhs/Punjabis are gonna shank him or rob him for no reason lol
Identity Attack0.4453683
Insult0.36365277
Profanity0.29209393
Threat0.34804323
Severe Toxicity0.16960317
Moderate 0.4014846 Low Con 0.194 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
So they can let unlimited people in and can never ever limit it? Sounds dumb. It was open, now it's limited. And once the need arises again they will open the gates agane. Like duh
So they can let unlimited people in and can never ever limit it? Sounds dumb. It was open, now it's limited. And once the need arises again they will open the gates agane. Like duh
Identity Attack0.008324518
Insult0.4378843
Profanity0.22321637
Threat0.010602405
Severe Toxicity0.009346008
Moderate 0.4014846 Low Con 0.205 Policy_Critique
Nov 20, 2025 13 likes Quebec Ends Economic Immigration Program …
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or …
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or educated like Indian diasporic community. As an Indian Muslim, most Indians do not like these people. Hindus and Muslims don't behave like these Sikhs.
Identity Attack0.5135796
Insult0.35161978
Profanity0.17008601
Threat0.018710058
Severe Toxicity0.023317307
Moderate 0.4014846 Constructive 0.664 Identity Attack Identity_Assertion
Feb 14, 2026 1 likes Inside Canada's Indian Invasion...
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Please remove that dirty blue statue or any Indian statue , like do Indian people think they are blue ?
Identity Attack0.44690517
Insult0.3388922
Profanity0.16822512
Threat0.023889944
Severe Toxicity0.022839356
Moderate 0.4014846 Low Con 0.21 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian …
I don't think this video is showing us the situation and the reality. I feel that this video is wanting to find the specific things and hateful thoughts about Indians. And I'm not an Indian and I don't really like Indians.
Identity Attack0.4931391
Insult0.23704576
Profanity0.17334256
Threat0.015774792
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.679 Policy_Critique
Jan 29, 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 like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
I like how the guy on bike was able to understand how Indians are different from muslims and African and actually are hardworking and law abiding people unlike the muslims and Africans 😊
Identity Attack0.5135796
Insult0.2679134
Profanity0.08840031
Threat0.009256045
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.576 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Press like if you hate 🇮🇳
Press like if you hate 🇮🇳
Identity Attack0.22859548
Insult0.20434737
Profanity0.19524631
Threat0.049774777
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.312 Identity_Assertion
Nov 24, 2025 Quebec Ends Economic Immigration Program …

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.