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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: "And it took me to …" 199 comments · Page 3 of 8
I have been saying this for a decade it took me 10-12 years to get my citizenship the right way while I saw so many frauds get them in two years ALL INDIAN STUDENTS!!!
I have been saying this for a decade it took me 10-12 years to get my citizenship the right way while I saw so many frauds get them in two years ALL INDIAN STUDENTS!!!
Identity Attack0.38230872
Insult0.26395
Profanity0.12096943
Threat0.013579931
Severe Toxicity0.023076924
Moderate 0.38811707 Constructive 0.567 Personal_Narrative
Sep 29, 2025 17 likes IRCC Names India in Study …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 …
I wouldn't like immigration to my country too and seing my way of life change...but we should give credit to the Sikhs who feed people free of charge...i experienced their generosity way back in 2005 in London when my friend took me along to a gurdwara,my first time . They don't ask any questions, they just feed and you will see people volunteering their services at preparing the food and someone else serving you...at least, they give back to society unlike some of the filthy rich who just want to hoard more and give nothing back . People don't realize that the world revolves on kind people and their generosity. If everyone was greedy, there would be nothing else to hoard and you can't even take it with you when your life ends. I guess it's just a matter of perspectives and your life experiences !
Identity Attack0.39461556
Insult0.37506318
Profanity0.20808282
Threat0.012699619
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.844
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
And it took me to come LEGALLY to Canada, just under a decade!!! Shame on you.
And it took me to come LEGALLY to Canada, just under a decade!!! Shame on you.
Identity Attack0.18313584
Insult0.37506318
Profanity0.02522431
Threat0.010110466
Severe Toxicity0.01083374
Moderate 0.3811502 Moderate Con 0.397 Personal_Narrative
Oct 21, 2025 IRCC Names India in Study …
About time someone brought this to attention. I live in northern bc and they are still coming. U can tell which ones are fresh. They don't know how to use a crosswalk. So damn tired …
About time someone brought this to attention. I live in northern bc and they are still coming. U can tell which ones are fresh. They don't know how to use a crosswalk. So damn tired of it. My kid is having a hard time finding work. They took all our youths jobs.
Identity Attack0.032753747
Insult0.24903896
Profanity0.40878695
Threat0.0091524795
Severe Toxicity0.01644827
Moderate 0.37751234 Constructive 0.704 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
European terrorists and colonizers took over the land and businesses of Indigenous Canadians. For years, they have enjoyed a life of leisure and luxury by selling the resources of this country. But now they are …
European terrorists and colonizers took over the land and businesses of Indigenous Canadians. For years, they have enjoyed a life of leisure and luxury by selling the resources of this country. But now they are unable to do so anymore, so they are targeting immigrants from other continents because they are jealous of their progress and cannot compete with their hard work and honesty. These European terrorist colonizers will never change.
Identity Attack0.3817989
Insult0.3416952
Profanity0.024951037
Threat0.011560392
Severe Toxicity0.01302678
Moderate 0.37751234 Moderate Con 0.422 Moral_Argument
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Jason .. I voted for you . But you took me be able to work away.. your dead to me !!
Jason .. I voted for you . But you took me be able to work away.. your dead to me !!
Identity Attack0.013445892
Insult0.24928534
Profanity0.08193458
Threat0.31092548
Severe Toxicity0.017416617
Moderate 0.37751234 Moderate Con 0.466 Personal_Narrative
Feb 20, 2026 2 likes LILLEY UNLEASHED: The fall of …
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say …
The Canadian White Man will never accept that they themselves are immigrants and have destroyed the livelihood of the original inhabitants, the First Nation People and the Inuit, Metis, etc. What these White Skins say about Indians today is what the First nation people say about the white skins. The First Nation people cultivated the land, lived in harmony and took care of their society. The Indians do the same. The only odd man out here is the White Skins. The White Skins colonized the Canadian land. The White Skins also colonized the Indian subcontinent for nearly 200 years. But where the First Nations people lost the wars and were packed into Reservations, Indians fought, won and expelled the White Skins. Then the Indians went where ever the White Skins went. But the difference is that Indians never colonized the land. They always adapted to the native land, culture, language, customs and resources while also maintaining the connect to their land of origin. While White Skins converted the natives, the Indians adapted to the natives and also shared the cultural values. While the White Skins arrogantly executed the natives and exploited their resources, Indians learned to co-exist by adapting and learning. While the White Skins were busy profiteering from the misery of the natives, Indians shared knowledge, power, wealth, education and lived by ancient cultural values passed on from generations that have survived disasters, wars, misery and greed.
Identity Attack0.44690517
Insult0.22303216
Profanity0.06596114
Threat0.024235269
Severe Toxicity0.019740647
Moderate 0.36456755 Constructive 0.669
Sep 25, 2025 5 likes Inside Canada's Indian Metropolis (Brampton)
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian …
Why did all the europeans colonized ,gave the language,enslaved them for over 1000 of years and took all the resources and still trying to enslave them by corrporations for their hegemony,I ask the same christian indian who is preaching here ,and why did british,french,italian,roman loot everything from asia and africa,central asia , middleast and invdade them and stolen everything put their country as junk yard and now all the west is entirely debt ridden,Why cry now,Stop bombing them and should not have done all this in first place since 100 of years ago,Migration is human thing ,no one can stop,its god instilled in human and this is how civilization expanded around the world..I understand ,i get the disgustian behaviour pattern of indians in the west especially the sanghis hindu extremist who were being exposed right ,left and center all over the world in social media..Like Faith says people migrate for economic reason,even that is not working any more,Leave the east and africa at peace ,lot of people will remigrate back home,..I say this for a fact.Stop bombimg them working with zionist jews pedophiles isralies who are root of all the problem that exist on face of the earth.,the banks they own,corporations they own,healthcare industry they own,diamond mines they own,weapons industry they own,drug and porn industry jews own..
Identity Attack0.37953663
Insult0.2735258
Profanity0.1413768
Threat0.13785169
Severe Toxicity0.023076924
Moderate 0.36456755 Constructive 0.571 Moral_Argument
Aug 24, 2025 1 likes Why Canadians Are Turning Against …
Born in Montreal, Canada in 1991. Moved out in 2018. Visited in 2021. Did not recognize the country *AT ALL*. Took 1h walking downtown before I heard French or English being spoken. So many mentally …
Born in Montreal, Canada in 1991. Moved out in 2018. Visited in 2021. Did not recognize the country *AT ALL*. Took 1h walking downtown before I heard French or English being spoken. So many mentally ill browns roaming the streets and metro trains terrorizing everyone with absolutely NOTHING being done by cops.
Identity Attack0.36733335
Insult0.33964422
Profanity0.08807703
Threat0.011689849
Severe Toxicity0.014188796
Moderate 0.36095104 Constructive 0.562 Fear_Threat
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
0:35 the audacity to come to a country as a refugee and be so disrespectful to the people that took you in
0:35 the audacity to come to a country as a refugee and be so disrespectful to the people that took you in
Identity Attack0.27510223
Insult0.16337912
Profanity0.0864606
Threat0.010162249
Severe Toxicity0.013801457
Moderate 0.3389984 Low Con 0.283 Moral_Argument
Jan 29, 2026 Inside Canada's Indian Invasion...
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Indian? Not only Brampton, they are cross Canada all around. They took all business hotels, retaurants and jobs.. nowhere to go another countries people even white.
Identity Attack0.40447855
Insult0.12883772
Profanity0.027137227
Threat0.0084793
Severe Toxicity0.011672974
Moderate 0.3389984 Constructive 0.564 Identity_Assertion
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
this is my understanding from London, lived in surrey, Langley and vancouver, its the immigrants who are the most pissed off. my friend from bc he is from fiji and it was so hard for …
this is my understanding from London, lived in surrey, Langley and vancouver, its the immigrants who are the most pissed off. my friend from bc he is from fiji and it was so hard for him to get here all the tests and what not, then to get his wife in took him 7 yrs then Trudeau opens the flood gates but not to normal immigrants but to people seeking asylum, by the tens of thousands halting regular immigration.
Identity Attack0.2839175
Insult0.2838064
Profanity0.17803068
Threat0.009618527
Severe Toxicity0.015415368
Moderate 0.3375374 Constructive 0.798
Sep 18, 2025 13 likes Inside Canada's Indian Metropolis (Brampton)
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the …
The government offer death by maid. They are a death cult. They do not care about humanity. This became apparent with the globalist lockdowns for a cold. The plan get as many needles with the weapon they could. This weapon attacked fertility for those who took it. Also attacked health on an extremely high scale. How many are not breathing now because they got it?
Identity Attack0.053399716
Insult0.15840563
Profanity0.0864606
Threat0.29519764
Severe Toxicity0.017481172
Moderate 0.3234372 Moderate Con 0.382 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
But yet, PC's were up 32 points at the start of the year and all it took was Trump to become US President for our nation of numb-nuts to decide to vote Liberal again. So …
But yet, PC's were up 32 points at the start of the year and all it took was Trump to become US President for our nation of numb-nuts to decide to vote Liberal again. So here we are, another four years and none of this will change and if there is a crisis, it will only deepen. If you voted Liberal and you're watching this video, YOU are the reason you're upset.
Identity Attack0.04048799
Insult0.3388922
Profanity0.06044999
Threat0.008285114
Severe Toxicity0.0063705444
Moderate 0.32236105 Moderate Con 0.375
Sep 2, 2025 2 likes Why Canadians Are Turning Against …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and …
Canadians that fought against this happening were labeled "racist, criminals and extremists" and, on usual, arrested for speaking out against all of this. While we screamed and cried and protested for our own security and safety, our system laughed, took our money, religous beliefs, living spaces, and jobs to people to hate us.
Identity Attack0.20680901
Insult0.27146968
Profanity0.021876704
Threat0.0091524795
Severe Toxicity0.007858276
Moderate 0.32182294 Constructive 0.585 Fear_Threat
Aug 26, 2025 Why Canadians Are Turning Against …
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
We dont want them here WHY???? THEY TOOK OVER EVERYTHING
Identity Attack0.21470967
Insult0.0838533
Profanity0.07740857
Threat0.013579931
Severe Toxicity0.013155893
Moderate 0.31963667 Low Con 0.24 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers …
just last month i took a speedy to get an appointment and the dude had to call someone else to translate, how the hell can someone who cant speak/understand basic english get a canadian drivers license and somehow he was driver a very expensive car. someone explain how that works? either be canadian or even alittle canadian just as long as ur not someone who simply lives here and has no intention of ever even understanding what it means to be canadian.
Identity Attack0.1444726
Insult0.16897665
Profanity0.29209393
Threat0.008026198
Severe Toxicity0.013349563
Moderate 0.31686464 Constructive 0.532 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
😂😂😂😂😂 Canada is a joke. Now it's a problem. took this long to figure it out 👍
😂😂😂😂😂 Canada is a joke. Now it's a problem. took this long to figure it out 👍
Identity Attack0.24970764
Insult0.25800487
Profanity0.026044132
Threat0.007417747
Severe Toxicity0.007972717
Moderate 0.30993456 Low Con 0.157 Humor_Satire
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I gotta admit im impressed, you took a huge risk filming some of that. You got balls of solid rock and you're a great journalist.
I gotta admit im impressed, you took a huge risk filming some of that. You got balls of solid rock and you're a great journalist.
Identity Attack0.01555616
Insult0.08831572
Profanity0.29209393
Threat0.011922873
Severe Toxicity0.013866014
Moderate 0.30716252 Constructive 0.624 Solidarity
Jan 27, 2026 67 likes Inside Canada's Indian Invasion...
You took the land from the Indians Now the Indians are taking the land from you
You took the land from the Indians Now the Indians are taking the land from you
Identity Attack0.32768643
Insult0.08558089
Profanity0.07320584
Threat0.023544617
Severe Toxicity0.015286255
Moderate 0.30527395 Low Con 0.231
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think …
Can I just remind you that the British empire took 45 trillion out of India, from being the richest nation in the world at that time, 25% of global gdp - why do you think the British came to India in the first place? Not cus they like a good curry! Robbed the place blind & now you have a problem with hard working people on your nation - you started it!! India didn’t invite you over!! Punjab had an empire before the British systematically took it apart piece by piece - but I’m sure that doesn’t interest you - very blinkered & one sided view
Identity Attack0.24150419
Insult0.24424846
Profanity0.08419759
Threat0.015429466
Severe Toxicity0.015221698
Moderate 0.30464804 Constructive 0.506 Moral_Argument
Feb 27, 2026 3 likes Inside Canada's Indian Invasion...
Your president took hundreds of criminals from india though the indian government warned them not to. 😊 so question your government
Your president took hundreds of criminals from india though the indian government warned them not to. 😊 so question your government
Identity Attack0.2331515
Insult0.19225755
Profanity0.026727317
Threat0.010654188
Severe Toxicity0.0077056885
Low Tox 0.295883 Low Con 0.209 Policy_Critique
Mar 1, 2026 Inside Canada's Indian Invasion...
Europeans complaining that indians took their land while forgetting that they took this land from (native) indians. PS: im not an indian, just stating the bitter truth
Europeans complaining that indians took their land while forgetting that they took this land from (native) indians. PS: im not an indian, just stating the bitter truth
Identity Attack0.36702603
Insult0.081508696
Profanity0.08322773
Threat0.01238892
Severe Toxicity0.012283325
Low Tox 0.29405528 Moderate Con 0.391 Moral_Argument
Sep 18, 2025 28 likes Inside Canada's Indian Metropolis (Brampton)
Always found it funny how originally we took over the indians to establish Canada. Now indians are taking over Canada.
Always found it funny how originally we took over the indians to establish Canada. Now indians are taking over Canada.
Identity Attack0.37730414
Insult0.09855611
Profanity0.026590679
Threat0.008815889
Severe Toxicity0.00793457
Low Tox 0.2922276 Moderate Con 0.438
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their …
This is funny to me. I can imagine how the Indians felt when the British French, Danes etc took over their country, looted their wealth and left them feeling like second class citizens in their own land.
Identity Attack0.34974504
Insult0.1342682
Profanity0.062454045
Threat0.010395273
Severe Toxicity0.010070801
Low Tox 0.28857216 Constructive 0.551 Comparative_Framing
Feb 6, 2026 1 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.