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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: "We are being run by …" 369 comments · Page 13 of 15
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. …
I live in Brampton. And all I can say is thanks for visiting and spreading the word on this problem. I was born in Brampton, and my mother tells me about how much it's changed. Many of my friends and family friends have moved to other neighborhoods POST mosques being put up near their homes. And let's not talk about employment and foreign "students". I was lucky to get a job last summer at a family owned small business Ice Cream store right after high school. We even got a review saying we weren't diverse enough despite us being a group of White, East Asian and Black employees lol. And many people say if your not Indian and your getting your drivers test, you go out of Brampton to do the test because you'll likely get discriminated by who is running the test. It's absolutely absurd. It sounds like tin foil hat sh*t, but if you live here like me everything comes full circle. But ofc there are good ones, but they are typically the westernized ones, who have assimilated, they play or watch hockey and have developed a Canadian accent. But the majority haven't assimilated, they are likely first generation, and they do things like stuff 15+ people in one suburban home. And just small things like staring at you in public (idk why their community stares you down), they spit on sidewalks, and they use some crazy a$$ spices when they cook. The smell carries over for blocks and you know your in deep Brampton territory when your driving and that smell of spicy curry hits you and you gotta roll up them windows lol. It's a nasty smell. This mass migration is a huge issue and needs awareness.
Identity Attack0.06476828
Insult0.033460364
Profanity0.03690237
Threat0.008077981
Severe Toxicity0.0038528442
Low Tox 0.10696511 Constructive 0.818 Personal_Narrative
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students …
It is incredible how some people overlook the fact that the Indian community is a pillar of the Canadian economy. If this community stopped working for just 24 hours, Canada would literally stall. Indian students alone contribute over $22 billion annually to the economy, effectively subsidizing the entire Canadian higher education system. In the healthcare sector, immigrants make up nearly 37% of physicians and 43% of pharmacists, with a massive percentage coming from the Indian diaspora. They are the ones keeping the clinics and pharmacies open for everyone. ​The impact stretches into every part of daily life, as over 56% of transport companies and 53% of restaurants are immigrant-run. Without them, grocery shelves would be empty and the supply chain would collapse. Furthermore, nearly half of the tech and software design sector is powered by the immigrant community. Beyond labor, some of the wealthiest people and biggest job creators in Canada are of Indian origin, such as David Cheriton and Prem Watsa, who have invested billions into the country. The Indian community isn't just visiting Canada; they are building, funding, and healing it every single day.
Identity Attack0.07921951
Insult0.03136692
Profanity0.016411226
Threat0.0067834044
Severe Toxicity0.0025367737
Low Tox 0.10609736 Constructive 0.704 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Yup,the Unifier of the Reich is running the demographic cultural change…. Then disarm, then I’d verification, then surveillance and control. All the same from southafrica to London to Brampton.
Identity Attack0.032753747
Insult0.022319598
Profanity0.016479544
Threat0.009929225
Severe Toxicity0.0038528442
Low Tox 0.10175867 Low Con 0.166 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I had to jump through a thousand hoops to be here LEGALLY! If they cry because their temp visa is running out and they had no intention to go back! NO SHORTCUTS!
I had to jump through a thousand hoops to be here LEGALLY! If they cry because their temp visa is running out and they had no intention to go back! NO SHORTCUTS!
Identity Attack0.013445892
Insult0.030485468
Profanity0.016479544
Threat0.0086087575
Severe Toxicity0.002708435
Low Tox 0.10045706 Moderate Con 0.444
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
your on a generational run
your on a generational run
Identity Attack0.009471451
Insult0.031697463
Profanity0.02932342
Threat0.010084574
Severe Toxicity0.0033187866
Low Tox 0.10045706 Moderate Con 0.345 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Indian food gives you the runs
Indian food gives you the runs
Identity Attack0.05976611
Insult0.021546122
Profanity0.037403382
Threat0.00967031
Severe Toxicity0.0038909912
Low Tox 0.09828771 Moderate Con 0.318 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
Buddy on the bike should run for office
Buddy on the bike should run for office
Identity Attack0.005771666
Insult0.030044744
Profanity0.017845914
Threat0.011586283
Severe Toxicity0.0028038025
Low Tox 0.09785384 Low Con 0.259 Call_To_Action
Jan 28, 2026 68 likes Inside Canada's Indian Invasion...
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
lol @ "Do I run from the police?" ..... "Ya" 🤣😂🤣😂🤣
Identity Attack0.0045137387
Insult0.021997316
Profanity0.017914234
Threat0.022163315
Severe Toxicity0.00333786
Low Tox 0.09741997 Moderate Con 0.308 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how …
Everytime Jason Kenney speaks he makes Alberta independence stronger. Real conservatives hate him. Alberta told him he done in politics so now he wants to run federally. If you don’t have support in Alberta how do you get in as a conservative. Another Erin Otoole. Jason was a good politician until he got power.
Identity Attack0.007954539
Insult0.03710241
Profanity0.013029462
Threat0.006809296
Severe Toxicity0.0013160706
Low Tox 0.09525062 Moderate Con 0.485 Identity_Assertion
Feb 17, 2026 1 likes LILLEY UNLEASHED: The fall of …
Make the bike guy to run for a prime minister of Canada
Make the bike guy to run for a prime minister of Canada
Identity Attack0.005512681
Insult0.042665333
Profanity0.014634945
Threat0.008582866
Severe Toxicity0.0017738342
Low Tox 0.09438288 Low Con 0.202 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
These low down governing Democratic Officials that neglect their own citizens because they’re running a business within a business and need their citizens to give the funds to pay 💰 for it up front to …
These low down governing Democratic Officials that neglect their own citizens because they’re running a business within a business and need their citizens to give the funds to pay 💰 for it up front to benefit as the end result so it’s like a loan
Identity Attack0.007029593
Insult0.046764325
Profanity0.017026093
Threat0.006272047
Severe Toxicity0.0015258789
Low Tox 0.0926474 Low Con 0.171
Jan 28, 2018 3 likes How much do refugees and …
Many of the foriegn temporary workers brought in are run by owner of the same ethenicity probably because they can have more control over them as well as it being cheaper.
Many of the foriegn temporary workers brought in are run by owner of the same ethenicity probably because they can have more control over them as well as it being cheaper.
Identity Attack0.05612817
Insult0.022706337
Profanity0.013439372
Threat0.0068999166
Severe Toxicity0.001964569
Low Tox 0.091913216 Moderate Con 0.481
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
The meaning of refuge: one who runs from his country instead of fighting for it!
The meaning of refuge: one who runs from his country instead of fighting for it!
Identity Attack0.029917859
Insult0.022770792
Profanity0.012277958
Threat0.008000307
Severe Toxicity0.0019454956
Low Tox 0.09112182 Low Con 0.186
Mar 25, 2018 21 likes How much do refugees and …
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
"Fortune favours the bold". Runs away. Glad you lived to film another day Tyler. Stay safe. Also 'operation human trafficking lets go' hilarious.
Identity Attack0.0068446035
Insult0.029163294
Profanity0.013473531
Threat0.011819307
Severe Toxicity0.0025177002
Low Tox 0.08874765 Constructive 0.543 Humor_Satire
Feb 15, 2026 30 likes Inside Canada's Indian Invasion...
Can we focus back on real crisis like are you running out of ideas bud?
Can we focus back on real crisis like are you running out of ideas bud?
Identity Attack0.002293867
Insult0.03566399
Profanity0.012995303
Threat0.0071070488
Severe Toxicity0.0011205673
Low Tox 0.08874765 Low Con 0.209 Meta_Commentary
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the …
Let's put it another way... I was born in Canada and I had moved abroad at 30 for work and was gone for about 10 years. When I got back, it happened to be the same year our PM was waiting at the airport for the arrival of some refugees with winter coats for them and their Medicare cards, as well as housing provided for them. I had to run around for a full month trying to get my drivers license renewed since it had expired, and had to wait a full 6 months to get a probationary Medicare card, p-r-o-b-a-t-i-o-n-a-r-y....I felt outraged. I am not saying that many don't have a valid reason to flee their country, but when they know that they will receive housing and cash, of course people will flock to Canada, even if they aren't fleeing something.
Identity Attack0.020681098
Insult0.032248367
Profanity0.018392462
Threat0.0070552654
Severe Toxicity0.0022792816
Low Tox 0.08004235 Constructive 0.839
Feb 15, 2018 19 likes How much do refugees and …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Thewy are more than likely living/hiding in Toronto, Ontario' the city is over run by them.
Thewy are more than likely living/hiding in Toronto, Ontario' the city is over run by them.
Identity Attack0.010433395
Insult0.03136692
Profanity0.013268576
Threat0.0077802283
Severe Toxicity0.0016880035
Low Tox 0.075294 Low Con 0.243 Unverified_Claim
Oct 5, 2025 IRCC Names India in Study …
Why does she think we are talking about boat people. State run and paid for tv
Why does she think we are talking about boat people. State run and paid for tv
Identity Attack0.009471451
Insult0.027730936
Profanity0.016001316
Threat0.0065050707
Severe Toxicity0.0015449524
Low Tox 0.07291982 Low Con 0.241
Feb 4, 2019 2 likes How much do refugees and …
I saw these videos before my trip to Toronto in September … it made me think Brampton would be run down … it’s not Brampton is quite affluent and the south asians of Toronto are …
I saw these videos before my trip to Toronto in September … it made me think Brampton would be run down … it’s not Brampton is quite affluent and the south asians of Toronto are much more generous than their USA counterparts … I was pleasantly surprised
Identity Attack0.0440973
Insult0.021288296
Profanity0.013780965
Threat0.008505191
Severe Toxicity0.0019931793
Low Tox 0.07054565 Constructive 0.682 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Let me guess , Canada started letting migrants run the immigration system ?
Let me guess , Canada started letting migrants run the immigration system ?
Identity Attack0.053399716
Insult0.018001022
Profanity0.010621235
Threat0.006589218
Severe Toxicity0.0015544891
Low Tox 0.069754265 Low Con 0.168
Jun 26, 2025 1 likes How Canada broke its immigration …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My …
Hey! Im a sikh that was born in canada, with my parents, grand father, great grand father also being in this beutiful country. I wanted to start of by saying a couple of things. My home was in brampton for a long time and I have personally seen the safety gone down, my family used to come back from trips with our garage open and everything would be completely fine. The long term sikhs and indians came and actually contributing positively and that can be seen with how good canada was pre 2020. Immigration too an extent was good, but mass immigration was never a good idea. In 2018-2019 the old time punjabi community was heavily against so many students coming in, so much so people that were indian had "no students" signs when renting their basements. It's sad to see people that came here running things so badly and ruining the effort and contributions made by many(I even face the consqeunces of things I have never done). Remeber don't be afraid to call out people for their bullshit, but also dont bash innocent people. Now many ppl came to canada and have done good like sikhs having the highest donors of blood, plasma, and platelets. We also giveway a lot in charity and food. A good news is Canada is cracking down on these bad people and quickly, and many good people who came are returning back home. I have seen a lot of videos online, but please remember algorithms and pushed media make things seem worse than they actually are. My message is I'm sorry for how these people are acting, my recent trip to Canada(brampton) I saw better quality service and more white folk too. Stay safe and god bless!
Identity Attack0.039456755
Insult0.022448512
Profanity0.027000591
Threat0.008181547
Severe Toxicity0.0032043457
Low Tox 0.06421452 Constructive 0.862 Personal_Narrative
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
North America’s welfare schemes are running with their tax money bruh😂😂
North America’s welfare schemes are running with their tax money bruh😂😂
Identity Attack0.01087737
Insult0.021997316
Profanity0.01627459
Threat0.006440342
Severe Toxicity0.001707077
Low Tox 0.06104896 Low Con 0.158 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not …
I was the lawyer invited to this interview, and after reading some comments celebrating the end of the PEQ, I feel the need to clarify a few things. The people affected by this are not “abusing the system.” this was the program for people that came here legally and are working. To qualify for the PEQ, they had to be working full time, they pay taxes, they speak the language. They’re fixing our roads, keeping hospitals running, welding, machining, doing the jobs most of us take for granted every single day. The hard truth is that Canadians have stopped having enough children, and we simply don’t have enough young people with the skills to fill these roles. Yes, we absolutely should invest more in education and trade programs for our youth — my employer clients are begging young people to become mechanics, welders, skilled workers, often in the regions. Most don’t take those jobs, and even when they do, training takes two to three years. Our industries need people now, or parts of the economy will stall, and that affects all of us as Quebecers and Canadians. These workers are not asking for charity. They are already on the front lines keeping key sectors alive. Ending programs like the PEQ doesn’t punish “illegals” or “free riders”; it punishes people who are already integrated, working, and contributing to the society we all share. Also, all they are asking is for the new rules to not be applied to them retroactively, only for those coming new into the country, otherwise it is rug pulling those already here that played by the rules, and when the government does it to us we don't like, on principle of fairness, whatever you think of the numbers, too high too low, doesn't matters, it is the least we can all get behind as humans.
Identity Attack0.008583503
Insult0.028281843
Profanity0.01893901
Threat0.007197669
Severe Toxicity0.0017166138
Low Tox 0.058737632 Constructive 0.841 Personal_Narrative
Nov 22, 2025 Quebec Ends Economic Immigration Program …
The bike guy should run for mayor.
The bike guy should run for mayor.
Identity Attack0.004994711
Insult0.027841117
Profanity0.014361672
Threat0.008349842
Severe Toxicity0.0014305115
Low Tox 0.056758508 Low Con 0.237 Call_To_Action
Feb 6, 2026 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.