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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 #}

Comment Explorer

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Active: "There was not a need …" 2,035 comments · Page 46 of 82
Enough is enough mass deportation is needed now period fast stop needs to be put in place until this is manageable
Enough is enough mass deportation is needed now period fast stop needs to be put in place until this is manageable
Identity Attack0.06476828
Insult0.025800243
Profanity0.017094411
Threat0.02803385
Severe Toxicity0.005607605
Low Tox 0.15711457 Low Con 0.277 Call_To_Action
Feb 18, 2026 80 likes Canadian immigration officers investigating hundreds …
Everybody wants a new life... But not everybody gets one, message for Immigrants lobby the Governments from where you came from, to use the money( Billions $$$) they receive to re-build your broken Countries. That …
Everybody wants a new life... But not everybody gets one, message for Immigrants lobby the Governments from where you came from, to use the money( Billions $$$) they receive to re-build your broken Countries. That money goes into their pockets, why does you plight have to be the Wests problem... We need to look out for our own for a change.
Identity Attack0.10221587
Insult0.05262003
Profanity0.013234417
Threat0.0066215824
Severe Toxicity0.0028800964
Low Tox 0.15656179 Constructive 0.625
Nov 24, 2025 Quebec Ends Economic Immigration Program …
We need hard labour as punishment.
We need hard labour as punishment.
Identity Attack0.00828752
Insult0.021352753
Profanity0.024541125
Threat0.13313138
Severe Toxicity0.005531311
Low Tox 0.15656179 Low Con 0.235 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …
Just want our country back stop all the hand outs send them home students need to return home following there teachings.
Just want our country back stop all the hand outs send them home students need to return home following there teachings.
Identity Attack0.07012023
Insult0.045007613
Profanity0.015010698
Threat0.010783645
Severe Toxicity0.004348755
Low Tox 0.15656179 Moderate Con 0.32 Call_To_Action
Aug 26, 2025 Why Canadians Are Turning Against …
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the …
What is the national Canadian language? English. Can you speak Punjabi or Hindi? Can you even speak more than 15 words of it? Probably not. I can't, and i shouldn't need to. In Canada the language is always an always has been English or French. Yet all the signs i see you put up in your businesses are written in Hindi or Punjabi. I have never seen a Indian owned business with English signs. Do you expect me to just learn your language to accustom you to living in my country? I'm not doing that, and I'm sure nobody else will want to either. If you come here, you need to get yourself adjusted to how we live and learn our language. You're not in India anymore, You're in Canada. I'm not angry at Indians for doing this, I'm angry at Canadians for allowing this.
Identity Attack0.10221587
Insult0.061451588
Profanity0.024882717
Threat0.007249452
Severe Toxicity0.0051498413
Low Tox 0.15656179 Constructive 0.695 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Elon Musk speech at Tommy Robinson rally againts mass immigration : the REAL reason why democrats/lefties/ liberals BRING IN MASSIVE amount of immigrants so they can alter vote decision. They can't win with the average …
Elon Musk speech at Tommy Robinson rally againts mass immigration : the REAL reason why democrats/lefties/ liberals BRING IN MASSIVE amount of immigrants so they can alter vote decision. They can't win with the average people of the country so they need to buy in VOTES. The people of the country wont vote for them so they rig the votes with fake accounts and they need a lot of mass immigrants.
Identity Attack0.084182754
Insult0.061451588
Profanity0.01490822
Threat0.008013252
Severe Toxicity0.0031661987
Low Tox 0.15600902 Moderate Con 0.368
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Smuggle dude on the bike too, we need him here
Smuggle dude on the bike too, we need him here
Identity Attack0.008583503
Insult0.047349896
Profanity0.038655918
Threat0.04718852
Severe Toxicity0.0062942505
Low Tox 0.15600902 Low Con 0.206 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
We need a city in the far north designed for immigrants. Somewhere we can keep an eye on them. I am not talking about a gulag, they will be free to work, earn income, and …
We need a city in the far north designed for immigrants. Somewhere we can keep an eye on them. I am not talking about a gulag, they will be free to work, earn income, and lead productive lives. Let the first generation acclimate to our laws, languages and customs, while their papers and statuses are processed. Of course they’ll need a place to put the trouble makers. A federal super-max prison where they can be held for their trials, with the understanding that if convicted they will be deemed inadmissible and deported back to their home country, then put on a no-fly list.
Identity Attack0.10221587
Insult0.05144889
Profanity0.022423252
Threat0.01940071
Severe Toxicity0.0050735474
Low Tox 0.15600902 Constructive 0.572 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Could you maybe, next time, not interview people in the middle of a parking lot. They are already bad drivers, you don't need to add hazards.
Identity Attack0.0045507364
Insult0.08558089
Profanity0.013780965
Threat0.008194493
Severe Toxicity0.0018787384
Low Tox 0.15600902 Low Con 0.292 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs …
Tyler brother, thanks for Canada, but you need to wake up, go to bay area, the one in north california, sf bay area. it has become India long time ago. all the software engineering jobs belong to indians now. local US engineers are sittings without a job. standford, mit, berkley graduates, all of them jobless.
Identity Attack0.12735364
Insult0.05203446
Profanity0.013336895
Threat0.0069646453
Severe Toxicity0.0033950806
Low Tox 0.15545623 Moderate Con 0.456
Jan 27, 2026 Inside Canada's Indian Invasion...
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
I dont mind anybody of any type but you need to live by the rules of Canada and not India.
Identity Attack0.11860296
Insult0.04383647
Profanity0.01941724
Threat0.0067186756
Severe Toxicity0.0030136108
Low Tox 0.15545623 Moderate Con 0.416
Sep 19, 2025 1,246 likes Inside Canada's Indian Metropolis (Brampton)
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can …
Immigrants need to pay into Canadas economy before they take everything. Should be 10 years of paying taxes and not being a burden on society. 10 years before they can get healthcare, before they can vote, before they can overwhelm our healthcare system.
Identity Attack0.12208464
Insult0.04090862
Profanity0.012551232
Threat0.0074954215
Severe Toxicity0.003566742
Low Tox 0.15545623 Moderate Con 0.375 Policy_Critique
Aug 28, 2025 2 likes Why Canadians Are Turning Against …
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
A place called Nations has been hiring people (mostly asian) with visitor visa. They need to be investigated. Trust me
Identity Attack0.1714862
Insult0.03070583
Profanity0.019690514
Threat0.008362788
Severe Toxicity0.0038909912
Low Tox 0.15545623 Moderate Con 0.407 Unverified_Claim
Sep 29, 2025 10 likes IRCC Names India in Study …
Too many Refugees and Foreign worker . Billion dollar spend on Refugees .Liberals need to think
Too many Refugees and Foreign worker . Billion dollar spend on Refugees .Liberals need to think
Identity Attack0.10221587
Insult0.05262003
Profanity0.012414595
Threat0.00704232
Severe Toxicity0.002937317
Low Tox 0.15545623 Low Con 0.233 Economic_Argument
Jan 20, 2026 12 likes Why Canada’s immigration system has …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. …
This is why when you come to a different country you should try to assimilate. I am all four people keeping their culture alive. I wish as an American I had more of a culture. But for one you should learn to speak the language you can speak your native tongue also but you should also speak the language to the country you’re going to, and the driving issue I’m pretty sure is due to the way they drive in India there’s like no road laws and its insane driving. Maybe there needs to be more laws regarding some of these things you should have to take driving lessons in the country you’re moving to. I don’t exactly know but there needs to be more rules. I’m sorry to say but it is not OK to go to another country and basically give them the middle finger to the way they live!!
Identity Attack0.10235514
Insult0.06267534
Profanity0.057443913
Threat0.00780612
Severe Toxicity0.0049972534
Low Tox 0.15545623 Constructive 0.784 Policy_Critique
Feb 3, 2026 Inside Canada's Indian Invasion...
Bike guy was spitting FACTS! It’s not racist to want to preserve your culture. Free speech is still alive in canada. UK needs to take note
Bike guy was spitting FACTS! It’s not racist to want to preserve your culture. Free speech is still alive in canada. UK needs to take note
Identity Attack0.054763943
Insult0.06372428
Profanity0.021466793
Threat0.008246276
Severe Toxicity0.0037574768
Low Tox 0.15545623 Moderate Con 0.464 Identity_Assertion
Feb 15, 2026 1 likes Inside Canada's Indian Invasion...
We need a new country with people who have their culture and respect other cultures not dominate them.Thats the only solution which is unattainable with our present world governments that are bought and paid for …
We need a new country with people who have their culture and respect other cultures not dominate them.Thats the only solution which is unattainable with our present world governments that are bought and paid for to decimate all Western Christian countries.
Identity Attack0.13591312
Insult0.030044744
Profanity0.02030538
Threat0.009178371
Severe Toxicity0.003643036
Low Tox 0.15545623 Moderate Con 0.38
Aug 27, 2025 Why Canadians Are Turning Against …
I do not blame them. Government looting resources in last 80 years and leaving citizens to dogs. So people are migrating to everywhere. You see them not just in Canada. Tighten the borders. And let …
I do not blame them. Government looting resources in last 80 years and leaving citizens to dogs. So people are migrating to everywhere. You see them not just in Canada. Tighten the borders. And let people come in legally only if needed.
Identity Attack0.05089863
Insult0.070482984
Profanity0.020510335
Threat0.0083886795
Severe Toxicity0.0032806396
Low Tox 0.15545623 Constructive 0.617 Policy_Critique
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
There is only our government to blame canadians needs to revolt. Canadians voted for this government you were warned about the liberals.
Identity Attack0.10221587
Insult0.061101943
Profanity0.013576009
Threat0.009385503
Severe Toxicity0.0030708313
Low Tox 0.15545623 Low Con 0.298 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch …
I was born in brampton, lived in cbridge then to b.c.! I will never go back! Heres a fun fact tho, the government opened the flood gate to immigration, red taped housing, started a catch and release program for repeat offenders, even violent ones! And made drugs decriminalised! From what I heard, there was commercials and panphlets all over differnt countries saying come to canada for a better life, its great here! Many came and because of the housing shortage due to the red tape, people were sleeping on the street in front of the government offices! Its also colder then many people that have never experienced could even imagine! Then there starting from the bottom! A chip on there shoulder thinking the gov owes them and do whatever you can to get payed! Hence why there were so many car, jewlery store, liqure store thiefts and break & enters! The cops were literally telling people to keep there car keys near the door so the thiefs can take them with no altercation! I blame turdo and sean fraser! Fun fact, sean fraser was the immagration minister then got cabnet shuffled to housing minister during turdos terms, idk what he is now but i think hes still in cabnet. I try not to be racist but this failed experiment and just plain bad math/out of touch with reality cabinet ministers are litterally making people racist! Its too many, too fast, when there manipulating the housing market by red taping it so much nobody can get a shovel in the ground! The stupidity of the gov is insane! I dont like the convervatives either as they will just swing the pendulem so far the other way too fast, i.e. cut everything! Including when they were hurting single mothers on welfare and persons with disibilities, we need somthing new, maybe a.i. or the upcomming future party, idk but this crap is wak!
Identity Attack0.053854458
Insult0.0670459
Profanity0.023311393
Threat0.011042561
Severe Toxicity0.0046157837
Low Tox 0.15490346 Constructive 0.646 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m not racist and I have many Indian friends but we really need stricter immigration laws right now
I’m not racist and I have many Indian friends but we really need stricter immigration laws right now
Identity Attack0.1294935
Insult0.028281843
Profanity0.04366605
Threat0.010214032
Severe Toxicity0.005302429
Low Tox 0.15490346 Constructive 0.516 Identity_Assertion
Feb 20, 2026 Inside Canada's Indian Invasion...
If they improve universities in India they don't need to come to Canada
If they improve universities in India they don't need to come to Canada
Identity Attack0.14661247
Insult0.03235855
Profanity0.017094411
Threat0.00704232
Severe Toxicity0.0033569336
Low Tox 0.15435068 Low Con 0.195 Policy_Critique
Feb 8, 2026 1 likes Inside Canada's Indian Invasion...
Its Like Integration isnt working world wide Funny how WE still need landlines and think WE are different races
Its Like Integration isnt working world wide Funny how WE still need landlines and think WE are different races
Identity Attack0.10221587
Insult0.028942931
Profanity0.035900343
Threat0.0074436385
Severe Toxicity0.005683899
Low Tox 0.15435068 Low Con 0.24 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs to send back all immigrants it has let into the country for the past 10 years.
Canada needs to send back all immigrants it has let into the country for the past 10 years.
Identity Attack0.12208464
Insult0.030375287
Profanity0.012585391
Threat0.010964886
Severe Toxicity0.0041770935
Low Tox 0.15435068 Low Con 0.175
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Unbelievable 😮 please share this ! Canadians that believe in the Liberals government NEED to WAKE UP !!
Identity Attack0.05976611
Insult0.06477321
Profanity0.014669105
Threat0.008919456
Severe Toxicity0.004043579
Low Tox 0.15435068 Low Con 0.286 Call_To_Action
Aug 28, 2025 1 likes 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.