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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: "Do not back down Canada," 453 comments · Page 6 of 19
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 …
Paying cash at McDonald’s for your coffee? Double check they got the correct number of sugar and cream on your order (they don’t understand English well enough to work here and if you say 2 cream all they hear is 1 cream). Then check your change because they don’t even know how to count Canadian change back and they are taking jobs from born Canadians because they can pay them crap and abuse them. Immigrants allowing corporations to abuse them in Canada is ruining Canadas job environment. Get the f out
Identity Attack0.36702603
Insult0.4125297
Profanity0.30690086
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.41168427 Constructive 0.517
Sep 1, 2025 How Canada broke its immigration …
i-m from Romania and i have a friend who moved to Canada 15 years ago after finishing highschool, for a better life. He had a business there, married a girl (from Canada) and had kids. …
i-m from Romania and i have a friend who moved to Canada 15 years ago after finishing highschool, for a better life. He had a business there, married a girl (from Canada) and had kids. Last month they all moved back to Romania after selling the business, i asked him why, he told me it-s because he was the only white guy in the hood, only browns and trash, pooping on the streets, etc, i did not belive him but now i see this video!! i-m sharing this with him hahahah
Identity Attack0.45348886
Insult0.36798462
Profanity0.2661772
Threat0.011042561
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.626 Personal_Narrative
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
People come here never work in their life getting $1500 a month for pension,I came work my ass off 4 head injuries from resident in seniors home who should be in mental faculties, Injury to …
People come here never work in their life getting $1500 a month for pension,I came work my ass off 4 head injuries from resident in seniors home who should be in mental faculties, Injury to my back I am in plains two tear shoulders, and foot pains in my 60S came to Canada in my 50S young people come here in their 20S Never work getting everything in Canada. Things need to change. People who comes here to get free benefits house and everything while we work and when we retire 800😢😮😢😮😮😭😱😔🤯
Identity Attack0.17459276
Insult0.3416952
Profanity0.2980872
Threat0.019573374
Severe Toxicity0.023076924
Moderate 0.40614098 Constructive 0.603 Personal_Narrative
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us …
It is so unfair. I strived for about 10 years saving, learning English, investigating, studying something relevant. Achieved to arrive in Canada from Mexico in 2022. And now all these mor0n$ from India putting us all in bad word as students. They don’t attend classes, they cheat, abuse AI, steal other’s school projects. Total waste of air. There’s no even room for PR anymore as they flooded the system. In a year I’m going back to Mexico, if I meet any shaky head there I’ll make sure to show my appreciation.
Identity Attack0.37953663
Insult0.4339631
Profanity0.2188925
Threat0.016638106
Severe Toxicity0.023076924
Moderate 0.40336934 Constructive 0.595
Oct 9, 2025 IRCC Names India in Study …
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...
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to …
A note to the girl that mention, if she didn't have kids she would have run to another country and come back as a refugee. I got news for her, they wouldn't accept her to Canada, because SHE IS WHITE.
Identity Attack0.4887047
Insult0.24287975
Profanity0.05393682
Threat0.010447056
Severe Toxicity0.019740647
Moderate 0.4014846 Constructive 0.524 Unverified_Claim
Aug 29, 2025 Why Canadians Are Turning Against …
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...
send them all back...Canada is already a ruined country...thank you liberals
send them all back...Canada is already a ruined country...thank you liberals
Identity Attack0.3758158
Insult0.36798462
Profanity0.031641733
Threat0.03856628
Severe Toxicity0.015092585
Moderate 0.40060925 Low Con 0.238 Call_To_Action
Jan 15, 2026 2.9 million Canadian temporary visas …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even …
I grew up in Brampton from 1985 to 2010. I watched it change. Not for the better. I got the hell out there and every time I go back to visit my fam, it's even worse. Almost never seeing any other race but Indian lol. It all has to do with Trudeau's dad designating that city as a go-to place for Indian migrants. The Trudeau's are part of the whole Satanic New World Order, and part of that order is using mass immigration as a weapon to destroy 1st world countries. His father started it back in the 70s. And yeah the driving is absolutely horrible. The car insurance skyrocketed. They destroyed the city I grew up in. It's a shit hole now. Many of them will tell you that India itself is a shit hole, but the more of them that come to Brampton, or wherever, they turn it into India. I don't consider it racism. It's their people but it's not like it's all of them, but it is a lot. From personal observance, they're the most unhygienic people I've ever met, and they love easy jobs the involve scamming others out of money. All of those scam callers are Indian. Nothing else. They have no dignity. No self respect. They just want money and don't care how to get it. I generally don't like them, but it's because of their negative behaviors. There are plenty of other races that come to Canada that people love. Have you ever heard of anyone complain about Filipinos? No. They're loved. They come here and know how to assimilate while keeping their own heritage intact in respect to our own. They're friendly, respectful, hygienic. Indian people just want to come here and make this place Indian and they have tons of kids, so that's exactly what's happening. Brampton was cooked years ago. It's just going to devour itself and fully become an extension of India, and it already has been spreading out from Brampton to the surrounding cities.
Identity Attack0.40158966
Insult0.37392882
Profanity0.2801717
Threat0.036149003
Severe Toxicity0.023076924
Moderate 0.40060925 Constructive 0.689 Personal_Narrative
Feb 15, 2026 Inside Canada's Indian Invasion...
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all …
I am a Canadian and I am absolutely sick and tired of these Indians, I’m married at 22 with a child on the way and buying a house seems like an impossible task because all these Indians are literally being given free houses from the government send all of them back to there so called paradise and never let them come back. I want Canadians in Canada and that’s it. They are not a net positive, they’re a net negative and it’s clear as day.
Identity Attack0.46028158
Insult0.3493834
Profanity0.082581155
Threat0.010731863
Severe Toxicity0.023076924
Moderate 0.39987978 Constructive 0.525 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
These people are destroying Canada deport them all and let’s take back our country
These people are destroying Canada deport them all and let’s take back our country
Identity Attack0.3072352
Insult0.25998658
Profanity0.039407436
Threat0.17016006
Severe Toxicity0.02296847
Moderate 0.39915034 Low Con 0.193
Sep 21, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
India's Unwanted Punjabis are Totally Welcome into Canada, Literally Indian Government Doesn't want those people back in India..
Identity Attack0.48915586
Insult0.26957804
Profanity0.044167064
Threat0.010188141
Severe Toxicity0.021806452
Moderate 0.39842087 Low Con 0.19 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride …
I was at the Post office, Tim Hortons, Bus stop, either 5 Indians playing on their phones with more than 20 people in line, or they just open the back door and let everybody ride the bus for free. These people are Comunist without authority, which is another way of saying shthole, it wouldn't be so bad if there wasn't welfare program in Canada, but there is. It is a bottomless pit of social benefits ALMOST as bad as free healthcare for 10 million people with Diabetes.
Identity Attack0.29951343
Insult0.40243408
Profanity0.33317488
Threat0.009204263
Severe Toxicity0.023076924
Moderate 0.3972142 Moderate Con 0.472 Fear_Threat
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people …
Exactly they come here they pull the scoop card some are cool but others are ignorant they want to turn Canada into ther country you want to live here act like you do these people work in every fast food joint ther is cause the owners can pay them minimum wage and they don’t cry about it most don’t act like ther in Canada they should adapt our culture not Thers dress like us young people have no we’re to find a job I see cars with punjab on them all over the place how about a Canada flag and some of our clothes I have my room me and my dog I can’t afford to live and cpp cuts me I’m in the lowest bracket ther is so this month I might be homeless they come here get everything I’m 67and I don’t have a pot to piss in o have medical problems and shouldn’t work but I’ve thought of going back to work the cost of living they take m PPP net from me cause they don’t care about us old people I need 7 cases of insure ninth cause I’ve lost to much Weight and now they want a hundred dollar bill for my drug plan a deductable I don’t get it also I’ll be homeless in sept 16 living in a room I won’t be able to find a room I m not a punjab put a Canadian flag on no car not punjab they come here to go to scool work 2 or 3 jobs to bring the rest of ther people here it’s a fact if you want to live here dress and t talk like us why did u leave if you want that culture leave it were you came from exactly leave it at the door
Identity Attack0.2308735
Insult0.4378843
Profanity0.07676199
Threat0.008789998
Severe Toxicity0.013607788
Moderate 0.3972142 Constructive 0.612 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what …
Mark Carney needs to start putting his boot on Danielle Smith's neck sore to speak, because if he does not and we lose Canada, we will be gunned down in the streets, just like what is happening now. So I hope everyone realizes and remembers that and for any albertan. Watching this and reading these comments, if you want your CPP and AOS in the future, if you decide to back Danielle Smith on this garbage separation, you will never see it. Don't forget the disability. Credit does not go to the people that are on ache. It goes right straight to Danielle Smith. And that's where your CPP noas will go. So if you're close to retirement and a hillbilly, you better have a good nest. Egg saved
Identity Attack0.04667538
Insult0.43450394
Profanity0.09034003
Threat0.10542984
Severe Toxicity0.01573815
Moderate 0.3972142 Constructive 0.583 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from …
sure it’s an economic asset to India, but not canada. most of the money they make goes back to their home country. Not even beginning to mention how many jobs are being stripped away from young Canadians that are needing a first job like tim hortons or any of the sort. it’s ridiculous the job market in canada is destroyed because of this immigration mess
Identity Attack0.27991617
Insult0.41767508
Profanity0.075792134
Threat0.008556974
Severe Toxicity0.009117126
Moderate 0.39231625 Constructive 0.504 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
From England, fight back against these Indians Canada 🇨🇦
From England, fight back against these Indians Canada 🇨🇦
Identity Attack0.4887047
Insult0.21368977
Profanity0.075792134
Threat0.13211988
Severe Toxicity0.023076924
Moderate 0.39021665 Low Con 0.254
Sep 20, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Had fellow college students that have literally told me that they aren't here to learn and are here to just finish the college program to get a job because they would earn more doing any …
Had fellow college students that have literally told me that they aren't here to learn and are here to just finish the college program to get a job because they would earn more doing any job in Canada than in India. India work market is saturated because of the population and wages are low. The Canadian government use them because they pay triple for schooling that's it. These Indians are racist and don't accept other cultures. They stick to themselves and are on video calls with each other every second of the day including while they're driving and working. Its creating a huge problem in the job market especially getting any minimum wage job. I hope they would go back because they're doing so much damage
Identity Attack0.46028158
Insult0.34237885
Profanity0.07514556
Threat0.00967031
Severe Toxicity0.01825585
Moderate 0.38811707 Constructive 0.617 Personal_Narrative
Feb 7, 2026 Inside Canada's Indian Invasion...
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of …
Khalistan (for people unfamiliar) is an ISIS backed separatist movement/mindset which breeds terrorism. Trust me, there ain't no discrimination with Sikhs in India on basis of ANYTHING. Period. And no, not even single ONE of these brainwashed people are gonna be leaving Canada even if hypothetically there was a Khalistan created lmao. That's the factual truth. Aside from that info, there was a really great video by some Canadian creator only which explained how the influx of Indian descent people are the wrongdoings of Ca's current govt. policies.
Identity Attack0.38238457
Insult0.37733194
Profanity0.13961408
Threat0.021990653
Severe Toxicity0.023076924
Moderate 0.38601747 Constructive 0.709 Unverified_Claim
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
As a Canadian, i had to leave and emigrate to Norway to go back to a time where I’m not scared to lock my doors. I hate what Canada has become
Identity Attack0.43256098
Insult0.21368977
Profanity0.104876526
Threat0.010576514
Severe Toxicity0.015931819
Moderate 0.38601747 Moderate Con 0.469 Personal_Narrative
Feb 24, 2026 Inside Canada's Indian Invasion...
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan …
"people believe in khalistan for rightful reasons" ??😂 Stay in canada, whenever you guys go abroad, We're happy for you. We don't want you here in india, please never come back. If you want khalistan in india, declare a war against us and take it (if you can, well you can't)🤣🤣
Identity Attack0.44690517
Insult0.1935001
Profanity0.04366605
Threat0.13414288
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.369 Humor_Satire
Feb 18, 2026 2 likes Inside Canada's Indian Invasion...
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin …
I have a SOLUTION... (it is not deportation). To some it may seem: "RRraa... Raa... RAAACCIIIISTTT!!!"🤪⬇ Ok so here is the Solution: ALL future Marital benefits are ZERO unless you marry 💍someone who's family origin is from 🍁Canada dating back to *PRIOR 1970. Yes that will include some white peoples. Everyone intermix OR ELSE 😡💵📉❕ There - I solved the issue.... and probably will be arrested for being a "race supremacist," for suggesting intermarriage😆Oh God the irony is INSANE ❗
Identity Attack0.41222036
Insult0.25205973
Profanity0.1554785
Threat0.030969119
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.474
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging …
If you are having so much trouble with these people, then put them on a plane and send them back to India 🇮🇳. More than half of them are people who fled India after engaging in criminal activities and sought refuge in Canada. No one in India demands Khalistan except for a few terrorist Sikhs living in Canada. In 2024, Indian students spent more than 10 billion Canadian dollars in Canada. In 2025, the number of students going to Canada decreased by 50 percent. So don't worry, Indians won't be going to Canada anymore.
Identity Attack0.44690517
Insult0.33964422
Profanity0.072882555
Threat0.091630474
Severe Toxicity0.023076924
Moderate 0.3827457 Moderate Con 0.442 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada is a Christian country and we need to bring the daily prayer back to our schools and not allow Islam have any standing in our beautiful country.
Canada is a Christian country and we need to bring the daily prayer back to our schools and not allow Islam have any standing in our beautiful country.
Identity Attack0.4907465
Insult0.14512913
Profanity0.023652986
Threat0.016465442
Severe Toxicity0.022452017
Moderate 0.3811502 Moderate Con 0.375 Identity_Assertion
Aug 29, 2025 Why Canadians Are Turning Against …
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Way too many Indians in Canada. The immigration system is a joke. It is not Immigration but Indianization. Time to stand out and fight back!
Identity Attack0.458714
Insult0.25007802
Profanity0.028503597
Threat0.0113014765
Severe Toxicity0.015867263
Moderate 0.37955463 Low Con 0.294
Aug 29, 2025 Why Canadians Are Turning Against …

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.