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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: "He's just mad because he …" 92 comments · Page 3 of 4
It's funny how true it is, "immigrants getting mad about other immigrants"
It's funny how true it is, "immigrants getting mad about other immigrants"
Identity Attack0.36702603
Insult0.15556364
Profanity0.049427703
Threat0.008272167
Severe Toxicity0.0075149536
Moderate 0.30527395 Moderate Con 0.391
Sep 10, 2025 2 likes Why Canadians Are Turning Against …
they just mad that the new influx of immigrants got a darker skin tone and a thick accent
they just mad that the new influx of immigrants got a darker skin tone and a thick accent
Identity Attack0.36702603
Insult0.08508729
Profanity0.08193458
Threat0.0091524795
Severe Toxicity0.010070801
Moderate 0.3047732 Low Con 0.256
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a filipino PR. I used to work at Subway. My white canadian manager was nice and hiring whoever is qualified, even young students. Sadly, he was transferred and got replaced by a indian manager. …
I'm a filipino PR. I used to work at Subway. My white canadian manager was nice and hiring whoever is qualified, even young students. Sadly, he was transferred and got replaced by a indian manager. Now he only hires indian. My fellow co-workers who were indians as well are mad at him. Not all indians are bad, but others are really abusing the system. I left that place. Best decision.
Identity Attack0.3817989
Insult0.14331897
Profanity0.04792466
Threat0.008815889
Severe Toxicity0.00919342
Moderate 0.30464804 Constructive 0.728
Oct 19, 2025 IRCC Names India in Study …
As an African I feel insulted by the bike guy 😂😂 but I don't know why I can't be mad.
As an African I feel insulted by the bike guy 😂😂 but I don't know why I can't be mad.
Identity Attack0.27914262
Insult0.076502606
Profanity0.15635987
Threat0.029933142
Severe Toxicity0.013672344
Moderate 0.30427247 Moderate Con 0.5 Personal_Narrative
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The Canadian Govt. must do something immediately - nobody must be swamped by immigrants- watching from India- just put a halt to the benefits and try to get the Govt. to pass laws that will …
The Canadian Govt. must do something immediately - nobody must be swamped by immigrants- watching from India- just put a halt to the benefits and try to get the Govt. to pass laws that will stop the mad rush ! I can understand the anguish- I would not like to be a minority in my land!
Identity Attack0.30256465
Insult0.16817254
Profanity0.023311393
Threat0.012181788
Severe Toxicity0.0104522705
Low Tox 0.29771072 Constructive 0.665 Fear_Threat
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are …
Finally someone has covered this! This is the sad reality as to what's happening to Canada. The UK is the exact same. We are being outbred, our jobs are being taken away, and we are being overrun with them. Look at the Canadian government, that's how bad it has become. The Canadian government has become so corrupt because of this! Once they infiltrated the government, all kinds of corruption occured, their extended families were getting automatic citizenship, free healthcare, and draining the Canadian job market and healthcare benefits. One common scam they pull is that they will find a job, immediately apply for social welfare, and take time off and still get paid for months without even working. They completely abuse the system which results in actual Canadians who need social welfare benefits to not be able to gain any benefits, because of the amount of scammers that have infiltrated and colonized the country. Canada is screwed completely unless we speak up about this! There are many of us who don't like this and don't want it, but there are many Canadians who are bleeding hearts and weak who just accept it. They're going to outbreed us and eventually completely takeover and completely ruin the country. Canada is not the same place that I remember from my childhood. It has become the capitol of woke ideology, weakness, and completely overrun by Indians. Not to mention that we used to be a Christian country. We used to say Merry Christmas every year, Christian values were upheld and encouraged, now there are Mosques everywhere! There are more Mosques in Canada than Churches these days. Canada has become ruined. The worst part is, that those who come to our country don't even respect our values, traditions, or even attempt to assimilate. They expect us to conform to their ways. We can no longer be Christians because they are Anti-Christian, we can no longer speak English or French, because they hate our language. I have literally been to Toronto and Vancouver and seen the madness unfold, not an ounce of English is spoken or understood in those areas. It's either Chinese or Indian that is spoken. Usually, when you come to another country, you are supposed to conform to that country's values and traditions, not the other way around. Canada has done the complete opposite because of the bleeding hearts in charge of the country. I say screw that and no more! Make Canada Canadian Again! Keep Canada Christian!
Identity Attack0.10221587
Insult0.26957804
Profanity0.029888187
Threat0.00948907
Severe Toxicity0.006866455
Low Tox 0.295883 Constructive 0.677 Fear_Threat
Feb 6, 2026 2 likes Inside Canada's Indian Invasion...
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab …
Lol ik you're mad my guy and i am from India the people attacking you were most likely bought and paid for people by the current government or some bots. Plus I assure you Punjab and Sikhs had nothing to do with any hate you got.
Identity Attack0.11512129
Insult0.24424846
Profanity0.13785136
Threat0.011327368
Severe Toxicity0.014705247
Low Tox 0.29405528 Constructive 0.522 Personal_Narrative
Jan 29, 2026 Inside Canada's Indian Invasion...
Let’s be real here. This is just immigrant’s offspring getting mad at current immigrants! Well. Now you know how my ancestors felt, it’s a pity I won’t know this feeling.. but your children will know …
Let’s be real here. This is just immigrant’s offspring getting mad at current immigrants! Well. Now you know how my ancestors felt, it’s a pity I won’t know this feeling.. but your children will know poverty because of this. XD. I can’t wait
Identity Attack0.2839175
Insult0.10587067
Profanity0.059948977
Threat0.01101667
Severe Toxicity0.009422302
Low Tox 0.2854869 Moderate Con 0.41
Aug 26, 2025 Why Canadians Are Turning Against …
I noticed that almost every combini in Japan is an indian/pakistani worker. This madness has to stop.
I noticed that almost every combini in Japan is an indian/pakistani worker. This madness has to stop.
Identity Attack0.30103904
Insult0.12702756
Profanity0.09899642
Threat0.01052473
Severe Toxicity0.00869751
Low Tox 0.2854869 Moderate Con 0.402 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist …
Its time Canada split apart, Just look at the electoral race maps, and their color coordinates, British Columbia, Alberta, Saskatchewan plus an alliance with Alaska can all be the conservative half of canada, the originalist half, and allow the easterners to be controlled by the slaaneshi surface dwelling weaklings of the east. Then we can kick out all the foreigners and invaders, every one who refuses to assimilate, and have our own elections, not run by dominion voting systems machines, and our own Politian's, not hand picked by ottawa, instead of being dragged further and further to the extreme alt left by the surface dwelling weaklings of the east and their disgusting ideas. We don't share their values, we don't share their languages, we don't even share their belief systems and ways or schools of thought. Its time for western Canada to become its own country. Separated away from the nightmarish revisionist visions of mad dogs in Ontario.
Identity Attack0.28034934
Insult0.16195811
Profanity0.031641733
Threat0.1368402
Severe Toxicity0.014447021
Low Tox 0.27975297 Moderate Con 0.423
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Trump mad we didnt want to be the 51st state
Trump mad we didnt want to be the 51st state
Identity Attack0.00063132617
Insult0.26177922
Profanity0.00032497666
Threat0.00014766616
Severe Toxicity0.0000035599783
Low Tox 0.27056938
Dec 8, 2025 2 likes
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is …
So Canadians are struggling for jobs but hey lets bring in millions to give them jobs!!!!! The utter madness of self harm that is in play in countries like the UK, Canada and Australia is beyond belief. Self destruction to your own cultures at a level never seen before...
Identity Attack0.22935481
Insult0.1378885
Profanity0.016752819
Threat0.028897164
Severe Toxicity0.008354187
Low Tox 0.27047762 Moderate Con 0.333 Fear_Threat
Jan 21, 2026 1 likes Why Canada’s immigration system has …
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Employers are mad because they are underpaying the immigrants. That’s why they hire them over Canadians. Look at Tim Hortons
Identity Attack0.23163283
Insult0.16195811
Profanity0.028093686
Threat0.00780612
Severe Toxicity0.0049591064
Low Tox 0.25462922 Moderate Con 0.358 Economic_Argument
Feb 14, 2026 Canada's tighter immigration policy divides …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since …
Yo Tyler, I know you won’t read this and doubt you remember me. Went to the same high school in Modesto and you knew a few of my friends too. You’ve fallen so far since those days. How far down you’ll climb for content is sad. Modesto don’t love you like that. Those around you gassing you up, telling you you’re special and you make a difference are lying to you. Find Christ, find a purpose, hit the gym, do something productive. But do something else mad, it’s just sad. You’ve aligned yourself with people who have devious, self serving intentions. Think harder man
Identity Attack0.017867407
Insult0.18107465
Profanity0.07740857
Threat0.010239923
Severe Toxicity0.0075149536
Low Tox 0.25462922 Constructive 0.55 Personal_Narrative
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people …
They say racism is taught. And within young kids you can see and hear very clearly it totally can be as it’s heavily based on perspective. As someone with autism I genuinely just see people for who they are and what they provide ignoring race or politics and I’ve never been racist. With all of that said I almost feel as a white Canadian now a days what “first generation racism” feels like. But it’s not like traditional “racism” hating for the sake of hating. It’s more so getting mad that they come into our country refusing to adapt and then also take countless amounts of jobs while sky rocketing housing prices. Like damn when I was a kid I felt like I had so many options. But now there’s no seeable future for me it feels like. Immigrants are taking so many jobs and countless people faking disabilities so I cannot have mine taken seriously or properly. Like holy crap man call me “racist” but mass immigration has undeniably changed Canada for the worst and if you don’t agree you’re probably one of the problems that moved here
Identity Attack0.27914262
Insult0.09563028
Profanity0.03615085
Threat0.009696201
Severe Toxicity0.0075531006
Low Tox 0.25462922 Constructive 0.78
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle …
As someone who's born and raised in Brampton I don't really see any issues when it comes to the large Indian demographic in the city. Majority of the people in this city are just middle class families trying to get by and provide their kids and families a bright future. Without the indian immigrants coming to this city what would it even be? You have families living in million dollar+ houses, working, owning business, giving good futures and opportunities for their children but y'all mad cause they are Indians who are doing this. If they were white people instead would be calling Brampton a success story then? If 75 percent of the population is south asian, OF COURSE you will see south asian workers, south asian restaurants, grocery stores (JUST LIKE ANY OTHER COMMUNITY). You only see this issue online because the people who actually live in these areas have absolutely no issue with the city. They're mad they can't progress in their own lives and use cities like Brampton as a scapegoat for their own problems. It just doesn't make sense to me how so many people have an issue with Brampton when they don't even know what it is like.
Identity Attack0.2795294
Insult0.11616662
Profanity0.0887236
Threat0.008634649
Severe Toxicity0.009613037
Low Tox 0.24924077 Constructive 0.784 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I have an Indian friend who I'm sure is a Sikh (has the turban. Never asked though). He's also very much a proud Canadian, so I can just picture him being mad about the Indian …
I have an Indian friend who I'm sure is a Sikh (has the turban. Never asked though). He's also very much a proud Canadian, so I can just picture him being mad about the Indian invasion the most.
Identity Attack0.29035977
Insult0.06858205
Profanity0.03239325
Threat0.009385503
Severe Toxicity0.0064468384
Low Tox 0.24442963 Constructive 0.647 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your …
They can't see how changing Canada into India is upsetting to Canadians. At the end of the day, it's the government's fault and the people for allowing this to happen. Cananda shouldn't look like your hometown in India, it should look like Canada. End this madness.
Identity Attack0.1714862
Insult0.10148193
Profanity0.024677763
Threat0.0089712385
Severe Toxicity0.004005432
Low Tox 0.23162876 Constructive 0.504
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Too many handouts!!! Stop 🛑 this madness.
Too many handouts!!! Stop 🛑 this madness.
Identity Attack0.0031633168
Insult0.14150882
Profanity0.048425674
Threat0.0077025536
Severe Toxicity0.003376007
Low Tox 0.22712809 Low Con 0.181 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Ontario here , its madness . we're minority in our own country now .
Ontario here , its madness . we're minority in our own country now .
Identity Attack0.099899694
Insult0.100019015
Profanity0.02249157
Threat0.0074565844
Severe Toxicity0.0039100647
Low Tox 0.22177623 Moderate Con 0.395 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Tubby cop got mad because he didnt get food first XDD
Tubby cop got mad because he didnt get food first XDD
Identity Attack0.016862517
Insult0.06921569
Profanity0.10425757
Threat0.011094344
Severe Toxicity0.0077438354
Low Tox 0.22043827 Low Con 0.275 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
I don’t sit in the lunchroom because no one speaks English and they look at me when speaking and it makes me mad
Identity Attack0.033784978
Insult0.046764325
Profanity0.10982819
Threat0.012130005
Severe Toxicity0.005683899
Low Tox 0.20973456 Moderate Con 0.441
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and they’re mad about it. What makes European settler culture the right one? Why not Indigenous culture? Why not Indian culture? What gives Europeans the right to have their culture remain in the Americas?
Identity Attack0.23998553
Insult0.0623257
Profanity0.01620627
Threat0.008582866
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.428 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers …
Its pretty bad when they get all the help and us Canadians get nothing its so unfair they get way way to much for to long the government is at fault and us tax payers have to pay it while we are out working everyday while they get to do nothing the minimum it makes me si mad...canada is suffering because of it now worst thing they ever did was ket them all over her canada is ruined now !!!!
Identity Attack0.03919895
Insult0.08508729
Profanity0.02030538
Threat0.010938995
Severe Toxicity0.0046539307
Low Tox 0.20219094 Moderate Con 0.48 Moral_Argument
Aug 26, 2025 How much do refugees and …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a …
Business owners are unhappy and mad because no more cheap labour and grants from the government. There is no shortage of labour in Canada unemployment rate is close to 7% young Canadians can’t find a job all positions are filled by imported cheap labour workers
Identity Attack0.04925346
Insult0.13064787
Profanity0.017231047
Threat0.0061749537
Severe Toxicity0.0028800964
Low Tox 0.19599396 Moderate Con 0.48 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …

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.