Skip to content
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

click to expand

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 #}

Comment Explorer

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "The biggest problem is they …" 18 comments
Finally someone showing the world the bullshit we gotta deal with. We got too man “student visa” Indians in our fucking country. The government is the biggest part of this problem smh
Finally someone showing the world the bullshit we gotta deal with. We got too man “student visa” Indians in our fucking country. The government is the biggest part of this problem smh
Identity Attack0.60238177
Insult0.5393265
Profanity0.7888968
Threat0.029933142
Severe Toxicity0.35368225
Toxic 0.8115627 Moderate Con 0.314 Identity Attack Insult Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Here on the west coast its the same shit. These Indian guys in construction piss in water bottles and leave it in units, shit in bathtubs and none of them wear deodorant. Its fckin FOUL. …
Here on the west coast its the same shit. These Indian guys in construction piss in water bottles and leave it in units, shit in bathtubs and none of them wear deodorant. Its fckin FOUL. We also have serious crime here because of them. Extortion cases, gang shootings, polluting the community with drugs. Dumptruck drivers who operate trucks with serious mechanical problems risking ppl's lives. My friend works for Commercial Vehicle Safety Enforcement and says they are the biggest offenders on the road by far!! Majority of them are really nice people but when the government allows tens of thousands to flood the place the numbers of scumbags go up.
Identity Attack0.56445944
Insult0.6120431
Profanity0.70864636
Threat0.13815513
Severe Toxicity0.44787344
Toxic 0.7675452 Constructive 0.636 Identity Attack Insult Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way …
Thats liberal government for you always screwing canadians . they bring scam artists into this country and they dont give a crap us canadians. they have no respect for our country ,our people or way life . where are these scam artists liberals need to find them and deport them now . I am so very angry with this government for what they have done to country of ours .the biggest problem is that has been going since the 70s . there are more violent crime in since the liberals brought these east indians here . the catch and release program with them is not working they get bail leave jail head right to an international and leave the country with no punishment what so ever . more than likely returning under a different name .
Identity Attack0.46028158
Insult0.5739874
Profanity0.4044591
Threat0.045895394
Severe Toxicity0.16960317
Moderate 0.5885171 Moderate Con 0.443 Insult
Oct 13, 2025 IRCC Names India in Study …
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
2:35 nope bcoz you dont befriend brown people. white people in brazil are super nice, never had any problem assimilating in brazil. in north america the biggest problem is white people
Identity Attack0.6007182
Insult0.34782293
Profanity0.24147889
Threat0.014738814
Severe Toxicity0.02604016
Moderate 0.54325575 Constructive 0.509 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Look I am not Muslim but that Indian try to promote hate against Muslims is Hindu extremists racist. There are over 1000s Hindu temples he and his religion is biggest problem . Just drive in …
Look I am not Muslim but that Indian try to promote hate against Muslims is Hindu extremists racist. There are over 1000s Hindu temples he and his religion is biggest problem . Just drive in 400 north of Finch there is biggest Hindu temple in North America. He is Hindu extremists
Identity Attack0.5135796
Insult0.37166002
Profanity0.16450337
Threat0.038220957
Severe Toxicity0.02444411
Moderate 0.47323486 Constructive 0.594 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a …
Hate to say it, but bike guy is right. I work in a (genuinely) diverse area and African men are by far the worst customers. Incredibly condescending, interrupt me constantly, and if they have a wife/girlfriend with them, they're constantly berating her. I've found Indians are cheap but generally polite, the biggest problem is that there's just too damn many of them and they don't assimilate, so you become a stranger in your own hometown when they move in. I remember looking for a place to get takeout around my boyfriend's house and it was literally 90% Indian food, 10% pizza with butter chicken and tandoori toppings.
Identity Attack0.5135796
Insult0.4339631
Profanity0.4113413
Threat0.035113025
Severe Toxicity0.09649272
Moderate 0.46716887 Constructive 0.798 Identity Attack Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
THe biggest problem is young white people cant get jobs and we are being blamed for it. In quebec its the same but with africans.
THe biggest problem is young white people cant get jobs and we are being blamed for it. In quebec its the same but with africans.
Identity Attack0.55044734
Insult0.2838064
Profanity0.07255927
Threat0.009074804
Severe Toxicity0.023076924
Moderate 0.45549932 Constructive 0.515 Identity Attack Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent …
He wants to have a slave class to serve the elites. 95% of maid is white people. Now fast tracking citizenship for Chinese mercanary soldiers and taking our guns for the 3rd time and spent billions and aren't getting guns but this time they will and Chinese mercenaries have no ties so they will have no problem turning their guns on us. I believe he is planning a genocide of older people to save money on Healthcare after all death cures everything. His orange man bad narrative is going to come true if he thinks trump will put up with massive immigration and ccp soldiers in our military. Carney has so many conflicts of interest he is tanking canada on purpose so he can sell his green scam tech which surprise is owned by Brookfield a Canadian company which he moved to New York to avoid paying our high taxes. He is the biggest security threat to canada ever he is a madman ,arrogant prick that needs to go to jail along with his gangster liberal buddies. I cant believe how lefties believe his b.s every word out of his mouth is a lie. He attacks Pierre and he is not the government and says its a global problem. No its liberal mismanagement and corruption. The election is over after ontario and quebec votes because its gerrymandered with not enough seats out west because they think we are children and we pay the bills and no immigrants are working i get taxed 1500 on my 1450 pension to pay for these parasites. Carney talks out of the side of his mouth id love to play poker with him he cant lie worth shit. There is no way these policies are put in for any reason other than to impoverish us they are ridiculous. How about the teacher in hope b.c who got a 750,000 fine for a perfectly reasonable post about trans insanity. They say they are going to give it to lgbq+ offended teachers. You disagree with the government narrative they freeze your bank account, cancel you and bankrupt you all in violation of the charter of rights and freedoms. There not even trying to hide their dictatorship with their new kings clause where a company thats in with pm can basically break Canadian laws if pm says so. I hope ee get invaded i will never go to a hospital to die . In ontario 65 people got maid in 24 hours without talking to family and without life threatening conditions. This guy is a co trol freak has to be stopped now
Identity Attack0.43896464
Insult0.38852
Profanity0.1184936
Threat0.27243137
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.535 Unverified_Claim
Feb 25, 2026 LILLEY UNLEASHED: The fall of …
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government …
Time to correct the problem. No more immigrants coming in and shipping the ones here back to their homes. The ones here don't even have the brains to speak French or English. The liberal government has screwed up time and time again, not just immigration, but with many failed ideas. So it's time that we fix the biggest problem, get rid of the failed liberals. May God bless us all
Identity Attack0.41975367
Insult0.42743355
Profanity0.19770569
Threat0.1319513
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.295
Sep 8, 2025 Why Canadians Are Turning Against …
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, …
the biggest problem i have with india is their hiring practices. you can just tell whether a place has a indian manager. for example, my local subway has all indian people in their mid 20s-30s, except for one old white lady who has been working there since forever. The problem is they only hire indian people. And those indian people always get my order wrong one way or another.
Identity Attack0.44690517
Insult0.15627414
Profanity0.0741757
Threat0.009644418
Severe Toxicity0.013155893
Moderate 0.34757367 Constructive 0.542 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
These comments have failed to address the most important issues No immigrants, no Canada White individuals are not having children and that is the biggest problem.
Identity Attack0.42615733
Insult0.1505596
Profanity0.022901481
Threat0.008181547
Severe Toxicity0.01159668
Moderate 0.34328604 Moderate Con 0.375 Identity_Assertion
Aug 25, 2025 Why Canadians Are Turning Against …
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal …
You don’t see Indians doing street takeovers You don’t see Indians selling crack You don’t see Indians being violent You don’t see Indians running from the cops I think if we’re gonna have to deal with some immigration, the Indians aren’t the biggest problem
Identity Attack0.38699543
Insult0.16124763
Profanity0.10549548
Threat0.060443077
Severe Toxicity0.022064678
Moderate 0.3367073 Moderate Con 0.335 Comparative_Framing
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change …
The biggest problem is they come to our home to escape a hell in their own country. But then they try to turn our country into the one they ran from. They try to change the ways we who were born and raised here are aloud to live our lives as we always have. My first job ever was tim hortons. Now im watching teens unable to gain independence unless their parents i Know someoneone who can hire them meanwhile no one can understand the person taking their order at tim hortons...Canada is to expensive now and we dont have the means to support these people anymore. Its costing us more with what they have done to our economy . Some of these people have zero care for human life ether they drive like A holes and cause accidents that cost lives. Canada is no longer a welcoming happy country. We are exhausted from busting our ass to keep a roof over our head leaving us unable to afford other things even food. Its not that they are all awful people (some are) but we CANT support them anymore we need to be able to support ourselves again !! The last 2 prime ministers are also to blame in reality. As an albertan i dont even care about anyone east of manitoba because they chose to vote this reality to life. I wanna see western canadas money stay on the west end of this country. There is a canadian divide and its time to seperate so not every canadian has to suffer for the stupidity out that way
Identity Attack0.25647953
Insult0.24928534
Profanity0.16264248
Threat0.011508608
Severe Toxicity0.015221698
Moderate 0.31825066 Constructive 0.665 Economic_Argument
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Mark Carney is dependent on smoke screens and red herrings to keep his Con Jobs working against Canadians. Carney is the biggest problem Canada has ever had.
Mark Carney is dependent on smoke screens and red herrings to keep his Con Jobs working against Canadians. Carney is the biggest problem Canada has ever had.
Identity Attack0.08500996
Insult0.29855028
Profanity0.024677763
Threat0.0084793
Severe Toxicity0.005874634
Moderate 0.30427247 Low Con 0.185 Unverified_Claim
Feb 27, 2026 30 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or …
The biggest problem with multiculturalism I think. Its a softer melting pot. You get these grops of people that stick with their own culture. Speak the same, dress, act the same. They aren't integrating or very little. Your going to start seeing much more of the mulim population start now that HAMAS is here. Your already seeing protesting on a regular basis. Then eventually theyll keep pushing for sharia law. They've already tried several times in the GTA. It wont stop. Look at London and whats going on in Europe right now. We are heading down the same path. Trudeaus immigration plan was to offset his massive debt load. It was the only way to expand GDP enough to offset it
Identity Attack0.33060804
Insult0.10440776
Profanity0.10611444
Threat0.022335978
Severe Toxicity0.013736901
Low Tox 0.28312725 Constructive 0.667 Fear_Threat
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
This is the biggest problem can we build a church in 🇮🇳 no no no 😂😂😂😂
This is the biggest problem can we build a church in 🇮🇳 no no no 😂😂😂😂
Identity Attack0.16801116
Insult0.04149419
Profanity0.04491858
Threat0.012596053
Severe Toxicity0.013543231
Low Tox 0.27412915 Low Con 0.255 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Good video, shows the various viewpoints from new and old Canadians. Some point out legitimate problems with the large influx of people in a short period and issues with integration. Some are just bigoted calling …
Good video, shows the various viewpoints from new and old Canadians. Some point out legitimate problems with the large influx of people in a short period and issues with integration. Some are just bigoted calling Brampton 'brown town' because all they see is skin colour. Many of the interviewees disparage India but fail to acknowledge it is rapidly advancing recently becoming the 5th biggest economy and on track to be 3rd by 2030.
Identity Attack0.0775651
Insult0.031036375
Profanity0.014259194
Threat0.0077154995
Severe Toxicity0.0024223328
Low Tox 0.10826672 Constructive 0.777
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
One of the biggest problems that wasn't talked about in this video is how is the housing crisis. Though we still accept immigrants into our country when we don't have the residential support for everyone.
One of the biggest problems that wasn't talked about in this video is how is the housing crisis. Though we still accept immigrants into our country when we don't have the residential support for everyone.
Identity Attack0.06795148
Insult0.020450363
Profanity0.014190876
Threat0.006686311
Severe Toxicity0.0021362305
Low Tox 0.09828771 Constructive 0.686 Policy_Critique
Jan 27, 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.