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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: "You should come to the …" 1,829 comments · Page 8 of 74
What did Muslims do here ? And why is a re*** Turd talking about Africans IQ ? 😂😂 the level of hatred! We(Africans and Muslims ) also come into the conversation even if it is …
What did Muslims do here ? And why is a re*** Turd talking about Africans IQ ? 😂😂 the level of hatred! We(Africans and Muslims ) also come into the conversation even if it is not about us.
Identity Attack0.55044734
Insult0.48313886
Profanity0.4401715
Threat0.029587816
Severe Toxicity0.19149859
Moderate 0.57271194 Moderate Con 0.311 Identity Attack Identity_Assertion
Feb 26, 2026 Inside Canada's Indian Invasion...
When Indian come, all will be dirty....
When Indian come, all will be dirty....
Identity Attack0.5983441
Insult0.47384647
Profanity0.2263305
Threat0.044602267
Severe Toxicity0.052940834
Moderate 0.57271194 Low Con 0.254 Identity Attack Fear_Threat
Feb 15, 2026 Inside Canada's Indian Invasion...
The best country on earth? Shut up! American sux right now. Notice that NO ONE want a to come here and I don’t blame them. You are sounding pretty MAGA.
The best country on earth? Shut up! American sux right now. Notice that NO ONE want a to come here and I don’t blame them. You are sounding pretty MAGA.
Identity Attack0.38176915
Insult0.5362655
Profanity0.39409557
Threat0.022853967
Severe Toxicity0.09385906
Moderate 0.57271194 Low Con 0.264 Insult Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
we should deport the indian people who come here to kidnap women to traffick them so many punjabbies are stalkerisg/creepy towards women, they all should get extensive background checks before being allowed in
we should deport the indian people who come here to kidnap women to traffick them so many punjabbies are stalkerisg/creepy towards women, they all should get extensive background checks before being allowed in
Identity Attack0.6007182
Insult0.4339631
Profanity0.34536663
Threat0.44942492
Severe Toxicity0.34927294
Moderate 0.5721988 Moderate Con 0.373 Identity Attack Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
How the heck did these people come in ? And why do we need these fraudulent candidates. Throw them out.
How the heck did these people come in ? And why do we need these fraudulent candidates. Throw them out.
Identity Attack0.08252834
Insult0.49151286
Profanity0.4033339
Threat0.3993542
Severe Toxicity0.048457388
Moderate 0.5721988 Low Con 0.213 Unverified_Claim
Oct 2, 2025 IRCC Names India in Study …
Why are we allowing them? They come to our country just to trash it like they do back in India? Shameful
Why are we allowing them? They come to our country just to trash it like they do back in India? Shameful
Identity Attack0.58354634
Insult0.48675314
Profanity0.20808282
Threat0.018192071
Severe Toxicity0.12809667
Moderate 0.5716857 Low Con 0.274 Identity Attack
Oct 7, 2025 Inside Canada's Indian Metropolis (Brampton)
I am from Canada and guess what Canada is NOT the greatest place to live anymore. The high taxes, shitty health care and everything else that come with it.
I am from Canada and guess what Canada is NOT the greatest place to live anymore. The high taxes, shitty health care and everything else that come with it.
Identity Attack0.34649673
Insult0.45758462
Profanity0.541926
Threat0.008220384
Severe Toxicity0.024631912
Moderate 0.5716857 Constructive 0.537 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We …
Our family came from a pacific Island back in 74....we applied the honest way and parents had an interview and medical exam, and criminal check and then we were approved to come to Canada. We came and worked hard to be an asset to this country....not to leach from it. These Indians coming from India come to rape our land , use or medical system, create gangs.........they need to go back home. But the useless Liberals wont let this happen, as they need their votes.
Identity Attack0.55044734
Insult0.5678696
Profanity0.17008601
Threat0.05688698
Severe Toxicity0.038593806
Moderate 0.568186 Constructive 0.601 Identity Attack Insult Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO …
I wouldn't worry about the name calling, don't care DOES AFFECT ME. IVE BEEN CALLED A LOT OF NAMES IN MY LIFE RACIST IS AT THE BOTTOM OF THE LIST. IT IS NOT RACIST TO STAND UP FOR YOURSELF OR COUNTRY. THESE PEOPLE ONLY HAVE RACIST TO GO NO THEY HAVE NOTHING ELSE TO FIGHT WITH. MOST OF THEM ARE DUNNB AS THEY COME. LOOK AT THE COUNTRY THEY COME FROM THEY ARE SHIT HOLES, THESE PEOPLE WHO INVADED OUR COUMTRY DID THID TO THEIR COUNTRY. BIRTH RATE IS A EXCUSE FOR THE INVASION. LESS PEOPLE LESS MEDICAL, LESS EVERYTHING. THIS IS TRUDEAUS AND HIS GOON SQUAD FAULT. THEY NEED TO BE RUN DOWN BE CHARGED WITH TREASON, SINCE THEY LIKE TO MENTION THE COLONIZATION WE SHOULD FOLLOW THE LAWS FOT TREASO THEY USED BACK THEN. DONT LISTEN TO THEM, TELL THEM TO PUT IT WHERE THE SUN DONT SHINE. WE ALL WANT THEM OUT. MOST OF HEM HAVE GOTTEN THEY MONEY FROM ILLEGALS GAINS TO COME HERE. PEOLE HAVE TO QUIT HIREING. HEM, QUIT FUNDING THEM, QUIT GIVING INTO THEM
Identity Attack0.44690517
Insult0.5177041
Profanity0.47001255
Threat0.051391184
Severe Toxicity0.1762085
Moderate 0.568186 Moderate Con 0.4 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
How come Hitler was stopped but the Muslims aren’t being stopped they are more hateful
How come Hitler was stopped but the Muslims aren’t being stopped they are more hateful
Identity Attack0.57150364
Insult0.39297962
Profanity0.22542313
Threat0.05914995
Severe Toxicity0.16960317
Moderate 0.568186 Low Con 0.242 Identity Attack
Oct 1, 2025 1 likes Why Canadians Are Turning Against …
WELL,SOME COMPANIES WILL SAY THAT IT WILL BE THE END OF CANADA IF THE TEMPORARY IMMIGRANTS HAVE TO LEAVE...WHAT ELSE,THEY WILL SAY THAT WE NEED TEMPORARY IMMIGRANTS BECAUSE...BECAUSE WHAT ?THAT'S "BULL SHIT".. IN 2023 AND …
WELL,SOME COMPANIES WILL SAY THAT IT WILL BE THE END OF CANADA IF THE TEMPORARY IMMIGRANTS HAVE TO LEAVE...WHAT ELSE,THEY WILL SAY THAT WE NEED TEMPORARY IMMIGRANTS BECAUSE...BECAUSE WHAT ?THAT'S "BULL SHIT".. IN 2023 AND BEFORE,WHO WAS WORKING AT WALMART,TIN HORTON,MCDONALD,GAS STATIONS AND OTHER PLACES ??YOU WILL SEE 95% OF CANADIANS AND ABOUT 5% OF TEMPORARY WORKERS ..I WOULD SAY THAT BETWEEN 50 AND 100 000 CANADIANS LOST THEIR JOBS TO FOREIGNERS !!!! THEY BRING IN 50 TO 100 000 FOREIGNERS AND SEND THE SAME AMOUNT OF CANADIANS ON EI OR ON WELFARE !!! WHO WERE THE GAINERS ? THE COMPANIES WHO HIRED THEM (WALMART,MACDONALD,GAS STATIONS,TIM HORTON,ND SO ON) AND THE TEMPORARY WORKERS....THESE PEOPLE SHOULD NOT HAVE BEEN HIRED IN ANY WAY !!!! SO,I DON'T GIVE A SHIT WHEN YOU SAY THAT MAYBE A MILLION WILL LOSE THEIR STATUS..CANADIANS COME FIRST AND WHEN IT'S IMPOSSIBLE TO FIND CANADIAN WORKERS,THEN THEY BRING FOREIGNERS ( IN THE FARMING ..
Identity Attack0.01580861
Insult0.050302777
Profanity0.50067884
Threat0.0009623418
Severe Toxicity0.000058776946
Moderate 0.5660313
Apr 21, 2025
wow, you would have thought the the cops could have gone to these What's up etc. themselves. They do give a shit. They would rather lie on TV that there are no illegals coming from …
wow, you would have thought the the cops could have gone to these What's up etc. themselves. They do give a shit. They would rather lie on TV that there are no illegals coming from Canada to the USA
Identity Attack0.31015682
Insult0.4339631
Profanity0.54024357
Threat0.010654188
Severe Toxicity0.02444411
Moderate 0.56269526 Low Con 0.267 Policy_Critique
Feb 6, 2026 Inside Canada's Indian Invasion...
WTF IMMIGRATION NO ENGLISH NO CANADA 🍁 NO "JESTERS "😂😂 COME ON PEOPLE. THIS IS CANADA 🍁 ("NICE")("RESPECT "). THESE PEOPLE THAT ARE HERE ARE NOT BAD,BAD PEOPLE. (THIS IS CANADA 🍁). ENGLISH, ENGLISH, ENGLISH, …
WTF IMMIGRATION NO ENGLISH NO CANADA 🍁 NO "JESTERS "😂😂 COME ON PEOPLE. THIS IS CANADA 🍁 ("NICE")("RESPECT "). THESE PEOPLE THAT ARE HERE ARE NOT BAD,BAD PEOPLE. (THIS IS CANADA 🍁). ENGLISH, ENGLISH, ENGLISH, ENGLISH, ENGLISH, ENGLISH _______"WTF"😂😂
Identity Attack0.31015682
Insult0.34548226
Profanity0.541926
Threat0.009411395
Severe Toxicity0.16960317
Moderate 0.56269526 Low Con 0.262
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
I don’t care if I am called a racist…I am disgusted by the entitlement, arrogance, violence and filth that has come to this country. Today immigrant is destroying this country.
Identity Attack0.57150364
Insult0.489133
Profanity0.16682947
Threat0.044278983
Severe Toxicity0.027833538
Moderate 0.55739564 Moderate Con 0.353 Identity Attack Fear_Threat
Aug 27, 2025 207 likes Why Canadians Are Turning Against …
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Those Indians girls be so horny they be hot and ready when they come here and see different flavor men keep the women semd back the men
Identity Attack0.44690517
Insult0.28997475
Profanity0.4170448
Threat0.0824309
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.284 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
All Indians should go back to their country, the time for returning home has come.
All Indians should go back to their country, the time for returning home has come.
Identity Attack0.6007182
Insult0.36709076
Profanity0.15019037
Threat0.11616269
Severe Toxicity0.16960317
Moderate 0.55739564 Low Con 0.253 Identity Attack Call_To_Action
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
When i immigrated here amost 30 years ago, not a single $ was given to me by the stupid government. I have money to support myself, that's the rule before paid landing fee and must …
When i immigrated here amost 30 years ago, not a single $ was given to me by the stupid government. I have money to support myself, that's the rule before paid landing fee and must have money of my own to spend for couple of months besides me passing the point system from my home country. Now these people coming is given thousands of dollars😡
Identity Attack0.20878418
Insult0.56997263
Profanity0.2882351
Threat0.009126588
Severe Toxicity0.02258113
Moderate 0.5559701 Constructive 0.589 Insult Personal_Narrative
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE …
THE WHITE GUY SHOULD NOT SWEAT TOO MUCH ABT AFRICAN BLACKS.....IT'S ASIANS WHO ARE RE-COLONIZING HIS COUNTRY......JUST LIKE IN AUSTRALIA WHERE I AM, ASIANS AT LARGE ARE COMING TO AUSTRALIA EVERY YEAR IN BRUTE FORCE NUMBERS......THERE ARE SUBURBS IN MELBOURNE WHERE YOU SEE ONLY INDIANS !
Identity Attack0.6007182
Insult0.40189892
Profanity0.22105443
Threat0.03856628
Severe Toxicity0.16960317
Moderate 0.5559701 Moderate Con 0.453 Identity Attack Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I …
Ind fatigue is real Has to be condenmed ,again Inds you dont teach or advice You have those inner racist castiest beliefs inside you Leave it to others Or some really good minded Inds I used to enjoy jamcan ❤ Videos But it's not only sharing Fatigue and other videos But also hate on religion Just like that idiot @Reality fake Alex Quite disgusting to see him speaking Like the other guy Kachina Your aim is not to promote fatigue only or some insane stupid things done by people Just to promote hate on other religions Just like many missionaries would do Don't assume you guys to be very perfect , Look at his speech Come to Canada ,learn culture Adopt, Talks like 💩💩💩 Of course we have follow the rules Respect the people If we can't each other At least don't Trouble others Do your promotion somewhere
Identity Attack0.38246045
Insult0.5678696
Profanity0.37503055
Threat0.100830056
Severe Toxicity0.21902075
Moderate 0.5559701 Constructive 0.548 Insult
Aug 25, 2025 Why Canadians Are Turning Against …
Should come to Edmonton to talk about the ass public transit system 💀
Should come to Edmonton to talk about the ass public transit system 💀
Identity Attack0.031980325
Insult0.34782293
Profanity0.4862434
Threat0.010472948
Severe Toxicity0.02373986
Moderate 0.5559701 Low Con 0.173 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
I went to Niagara Falls with my family in 2020 and because of Covid not a lot of people where there... It was the *reopening* of Clifton Hill and the Hornblower attraction... As we where …
I went to Niagara Falls with my family in 2020 and because of Covid not a lot of people where there... It was the *reopening* of Clifton Hill and the Hornblower attraction... As we where going to board the Sky Wheel there was a huge stench of weed in the air.... I have been around weed a lot but nothing compared to this... A big group of Indians where sitting in a circle and passing blunts to each other. It felt like a free for all do what the F*** you like. It sucked and they where super rude and cutting in the lines... I love Indians but come on man, have some manners.
Identity Attack0.46028158
Insult0.4794537
Profanity0.57488567
Threat0.03718498
Severe Toxicity0.23223256
Moderate 0.5559701 Constructive 0.595
Jan 27, 2026 Inside Canada's Indian Invasion...
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
all of these subhumans will be either sent back or violently removed, the time is coming very soon.
Identity Attack0.36702603
Insult0.46173862
Profanity0.24631839
Threat0.5507274
Severe Toxicity0.18232453
Moderate 0.5532103 Low Con 0.119 Threat Fear_Threat
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace …
Pierre trudeau was the godfather of immigration, since then its been an open door policy of every bottom feeder around the world looking to suck the blood out of Canada. They don't come to embrace our society, they drag along their failed, demented, cultures along with them and that's why Canada is falling to a 3rd world status. That man said it "It feels like he's in his home town." yeah, they're turning Canada into fvcking india, and those of us born here who are not Indian don't want that. This is a cultural take over.
Identity Attack0.5108175
Insult0.5130944
Profanity0.46460027
Threat0.043309137
Severe Toxicity0.20067264
Moderate 0.5532103 Moderate Con 0.405 Identity Attack Insult Fear_Threat
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of …
Couple of things to say!! 1. Thank you for putting this video as people and pupil in India and Canada will know the current status of the country. And Govt also lowered the percentage of offering the student visa. 2. I really don’t give a shit about your content Idk what’s exactly the problem with you, your life, or your parents that raised you in a way that you just complain about things. Your every video is either about drug capital / murder capital or invasion of blah blah country in blah blah city. 3. Let me simplify for you Indian didn’t just show up here over night it’s your governments who is fuckin greedy these people pay 3-4x amount of tuition fees and each and every student pay 20k ( formerly 10k) as GIC which is invested in your govt bonds and resturn of these shits is not even 1%. 4. There are flaws in each and every community and everywhere. When govt just getting people here blindly students, refugees and what not then it is nothing but obvious that people will not have jobs and no jobs mean yes crime! 5. Better to question your fuckin greedy GOVERNMENT, but you can’t bcs you also don’t give a damn you just wanna post these shit and get the comments from anti Indian people which is kinda cool now a days online but who cares they built their businesses and what not. You just can hate Indians they are everywhere ! Well it’s fine too when you can’t defeat only thing you can do is hate 6. They really don’t need any recommendations from the community of people whose young boys are busy in finding either they are gay or cats or what and their girls are busy selling their nasty pictures online. And their old males are busy in tailgating with their shity Ford F150 and the old females with their nth bf and pregnant with ,even they don’t know, with whom. 7. They are respectful and helping to work on low wages ( idk why). As you mentioned the Tim will you quit spreading hate and working at that place I’ll get you a job! 8. It’s much better rather than hating have good government who will offer visa to really the qualified ones not to just random white refugees with their 19 people family and feeding them! 8. You know what is more fucked up the muslims everywhere begging while they get help from UN as welfare. And even worst your people in Downtown high on even your JC don’t know. 9. There are real reasons to worry! Don’t create that doesn’t even exist! 10. If someone from across the world with not good English speaking and minimal education come here and take over your nation then you are right crying is the only option left bcs your lazy ass didn’t wanna do anything so, now you are crying and posting online
Identity Attack0.27682206
Insult0.48228607
Profanity0.41570562
Threat0.07093142
Severe Toxicity0.16960317
Moderate 0.5532103 Constructive 0.673 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
Its just the uneducated Indians and immigrants who come to Canada that are messing things up, my parents immigrated to Canada from Pakistan, both my parents are from well educated families. When they came to …
Its just the uneducated Indians and immigrants who come to Canada that are messing things up, my parents immigrated to Canada from Pakistan, both my parents are from well educated families. When they came to Canada my dad got a job as a engineer and my moms a house wife, they are well assimilated to the culture of Canada and speak good English, they still practice there religion but don't force it down peoples throats. These are the types of immigrants that Canada needs not uneducated rats who don't know how to respect the people and country that welcomed them in the first place.
Identity Attack0.55044734
Insult0.5678696
Profanity0.2268346
Threat0.015429466
Severe Toxicity0.067522444
Moderate 0.5532103 Constructive 0.657 Identity Attack Insult Personal_Narrative
Feb 3, 2026 2 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.