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: "If they are here illegally …" 638 comments · Page 5 of 26
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Whether legal or illegal kick the immigrants who have entered in the last 50 years. Time to clean up
Identity Attack0.45610145
Insult0.16124763
Profanity0.082581155
Threat0.5254073
Severe Toxicity0.03321367
Moderate 0.4402136 Low Con 0.25 Threat Policy_Critique
Sep 10, 2025 Why Canadians Are Turning Against …
I will volunteer to hunt down illegal immigrants for free if the government can't do it.
I will volunteer to hunt down illegal immigrants for free if the government can't do it.
Identity Attack0.49032792
Insult0.1342682
Profanity0.080318145
Threat0.5195707
Severe Toxicity0.024725812
Moderate 0.44002727 Moderate Con 0.358 Threat
Jan 15, 2026 2.9 million Canadian temporary visas …
This is a sad reality! For whom? Those whites who don’t wanna work and consume drugs or corrupt politicians who allowed illegal immigrants for money? Or couple in west who don’t do kids anymore for …
This is a sad reality! For whom? Those whites who don’t wanna work and consume drugs or corrupt politicians who allowed illegal immigrants for money? Or couple in west who don’t do kids anymore for the sake of freedom?
Identity Attack0.48949075
Insult0.37506318
Profanity0.0715894
Threat0.010239923
Severe Toxicity0.018449519
Moderate 0.43965456 Moderate Con 0.308
Oct 24, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi …
Punjabis take offence when they are called indians and demand a separate country. But they are called Indians as soon as all of their crimes, their illegal immigration scams and their only hiring other punjabi students scams or their diploma mill scams are being discussed. then it is "Indian Invasion" even though 95% of them are Punjabis
Identity Attack0.5135796
Insult0.4196762
Profanity0.22602804
Threat0.06939816
Severe Toxicity0.07542343
Moderate 0.4394682 Moderate Con 0.419 Identity Attack Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals …
Years ago; here in Albany NY,car were told how cool it would be to get so many new cultures here after the Nano college opens. Lol. Now, we are inundated with rude and entitled illegals from all over the world. They're not leaving. They don't care what Trump says. This is a very liberal area, they feel safe here while they take all of the jobs and live off from the system. Thank you woksters. You ruined the last few years of my life. The kids? The kids are screwed and our system has them programmed and brainwashed.
Identity Attack0.29188538
Insult0.47384647
Profanity0.28708664
Threat0.012233571
Severe Toxicity0.023076924
Moderate 0.4394682 Constructive 0.508 Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
Americans invaded by illegal Mexicans and Canadas invaded by Indians
Americans invaded by illegal Mexicans and Canadas invaded by Indians
Identity Attack0.5135796
Insult0.25404143
Profanity0.12991914
Threat0.021300001
Severe Toxicity0.023076924
Moderate 0.43720075 Low Con 0.184 Identity Attack Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
Stop immigration . It's the government, not the people that want immigration . They want more people to easily control ,and pay low wages . Stop giving tax payer money to every country and immigrants …
Stop immigration . It's the government, not the people that want immigration . They want more people to easily control ,and pay low wages . Stop giving tax payer money to every country and immigrants and illegals . Cut them all off!!
Identity Attack0.45610145
Insult0.24493282
Profanity0.03615085
Threat0.44942492
Severe Toxicity0.02439716
Moderate 0.43475235 Low Con 0.242 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
ILLEGAL LIBERALS FRINGE CRIMINALS GAINS
ILLEGAL LIBERALS FRINGE CRIMINALS GAINS
Identity Attack0.3817989
Insult0.41530323
Profanity0.15371579
Threat0.042662576
Severe Toxicity0.023076924
Moderate 0.43475235 Low Con 0.093
Nov 26, 2025 Thousands of refugees allowed into …
i work in insurance and a lot of auto claims, brampton is the absolute most expensive place in the country for car insurance costs, so many crashes, so many horrible drivers, so many deaths of …
i work in insurance and a lot of auto claims, brampton is the absolute most expensive place in the country for car insurance costs, so many crashes, so many horrible drivers, so many deaths of people being hit by indians in cars who come from a place with no law or whatever the fk goes on over there, they don't have licenses and just drive illegally sometimes too
Identity Attack0.38230872
Insult0.35677677
Profanity0.39842105
Threat0.05430072
Severe Toxicity0.023364257
Moderate 0.42985553 Constructive 0.564
Nov 5, 2025 Inside Canada's Indian Metropolis (Brampton)
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
The immigrants have absolutely no respect for Canadian people and most of them are here illegally and need to get deported back to their own country and get out of Canada.
Identity Attack0.5051609
Insult0.3388922
Profanity0.04642162
Threat0.024580594
Severe Toxicity0.023076924
Moderate 0.4274071 Low Con 0.277 Identity Attack Unverified_Claim
Aug 30, 2025 1 likes Why Canadians Are Turning Against …
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Just keep in the back of your mind, unless you are Native American, you are an illegal. Yes white people, that includes you. You came from England.
Identity Attack0.48915586
Insult0.33964422
Profanity0.104876526
Threat0.009877442
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.342 Moral_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
I’m just anti-liberals , they screw up everything they touch. Illegals and expired visa holders must be removed and stop immigration until we help tax paying citizens !
Identity Attack0.3825363
Insult0.40243408
Profanity0.2564132
Threat0.2172668
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.397 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Indians are coming to canada illegally to tell you uneducated canadians about super power india with worlds fastest growing economy.
Identity Attack0.50515765
Insult0.36798462
Profanity0.053435806
Threat0.0086087575
Severe Toxicity0.01896597
Moderate 0.4269174 Low Con 0.08 Identity Attack Unverified_Claim
Oct 16, 2025 IRCC Names India in Study …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash …
It’s not just a problem unique to Canada. The situation in Japan is the same. Their sense of superiority and entitlement is unbelievably arrogant. They stay in our country illegally, work without authorization, throw trash on the streets, and aggressively and inappropriately approach underage girls in school uniforms. More and more cafes and shops in our country are refusing to accept Indians. They accuse us of racism, but we don’t care. Indians really make our society tired and are creating prejudice themselves.
Identity Attack0.4911651
Insult0.41530323
Profanity0.08290444
Threat0.013476364
Severe Toxicity0.023076924
Moderate 0.4269174 Constructive 0.591 Fear_Threat
Feb 5, 2026 3 likes Inside Canada's Indian Invasion...
Deport them all if you want to save Canada. Also put all those illegal companies bring these vultures in Canada.
Deport them all if you want to save Canada. Also put all those illegal companies bring these vultures in Canada.
Identity Attack0.35624164
Insult0.42743355
Profanity0.08193458
Threat0.13815513
Severe Toxicity0.021419114
Moderate 0.4269174 Low Con 0.238 Call_To_Action
Feb 21, 2026 Inside Canada's Indian Invasion...
We need to allowing bounties on these illegals . Catch and deport
We need to allowing bounties on these illegals . Catch and deport
Identity Attack0.458714
Insult0.3388922
Profanity0.07449899
Threat0.2836219
Severe Toxicity0.023076924
Moderate 0.4269174 Low Con 0.2
Oct 2, 2025 IRCC Names India in Study …
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Get the 3,000,000 illegals out now! The minister is corrupt! She’ll last because that’s what her bosses - the new world order need to stall!
Identity Attack0.11163961
Insult0.47630358
Profanity0.03690237
Threat0.016810767
Severe Toxicity0.011062622
Moderate 0.4269174 Low Con 0.18 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those …
These so called students should kicked out of this country. Why is this Canadian government is so slow for actions? I support USA in this matter. Illegal go out and don’t give visa for those nasty nations. They are already damaging the system here
Identity Attack0.3958119
Insult0.4339631
Profanity0.09961538
Threat0.13346854
Severe Toxicity0.022452017
Moderate 0.4269174 Low Con 0.264 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
Indian students arrived in Canada as Internationals student study permit are the number one fraud scammers cheaters and enter the country. They are misusing the study permit from 2011 to up now. Majority of Indian …
Indian students arrived in Canada as Internationals student study permit are the number one fraud scammers cheaters and enter the country. They are misusing the study permit from 2011 to up now. Majority of Indian students came in Canada for study but they never reported to those colleges and disappear and there are over hundred thousand indian students are staying in Canada illegally after there study permit visa expired it means they knew what they were up to 99.9 indian students after they complete there study they never go back to india they were more interested to get Canada PR than study.
Identity Attack0.46028158
Insult0.42167732
Profanity0.087430455
Threat0.01187109
Severe Toxicity0.023076924
Moderate 0.4269174 Moderate Con 0.42
Nov 27, 2025 1 likes IRCC Names India in Study …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few …
Only 18,000 deported out of 5 million illegals? That is a joke. Deportations cost money because the government is way too dumb. You don't need to chase the illegals on our dime instead a few bureaucratic steps will help line up the immigrants across Canada towards airports to flee and here we go: 1- Introduce a 3 months grace period for illegals to depart with their lute, no questions asked 2- Establish a Black-List-Database for all illegals and anyone who makes that list will never get permanent residence no matter how long they stay or even if they apply from abroad down the road 3- Introduce daily fines for overstaying or being here illegal with no ceiling including assets seizure to cover fines 4- Abolish automatic birth citizenship unless both parents are fully legal, else contact your embassy for birth certificate and fetch healthcare, school etc ..on your own dime 5- Revoke driver licenses, bank accounts, temporary SIN numbers of all illegals 6- Mandate the RCMP, Local Police, Sheriffs to check immigration status of anyone who comes in contact with law enforcement including traffic stops 7- Establish new Driver License and other documents for citizens and legal people with specific design and color etc.. 8- Introduce a toll-free number so citizens can report illegals and illegal activities 9- Impose hefty fines and jail time on employers who hire illegals including business closures 10- Limit running to office on all levels to Canadian born citizens 11- No illegal owns, buys or sells any real estate or property Do these and the longest line will be the line leading to airports so our friends CBSA can sit in the ri comfy offices processing illegals at their own pace.
Identity Attack0.27171627
Insult0.47384647
Profanity0.10797132
Threat0.013217449
Severe Toxicity0.014511578
Moderate 0.42568782 Moderate Con 0.448
Dec 23, 2025 15 likes Deportations From Canada at Their …
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
47,000 students that are illegal and missing in Canada! Who the f…, is responsible for immigration in Canada!!!!
Identity Attack0.23391083
Insult0.3388922
Profanity0.38063943
Threat0.009696201
Severe Toxicity0.023076924
Moderate 0.42568782 Moderate Con 0.364 Unverified_Claim
Sep 29, 2025 10 likes IRCC Names India in Study …
honestly bro I'd rather have illegal immigrants rather than legal indians
honestly bro I'd rather have illegal immigrants rather than legal indians
Identity Attack0.5108175
Insult0.23237456
Profanity0.11911256
Threat0.01254427
Severe Toxicity0.023076924
Moderate 0.42349213 Moderate Con 0.338 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Seek, arrest and deport the illegals!
Seek, arrest and deport the illegals!
Identity Attack0.46028158
Insult0.24493282
Profanity0.04667213
Threat0.30148876
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.15
Oct 6, 2025 IRCC Names India in Study …
Illegal migrants are menace to a country whether they are americans, canadians, indians, bangladeshis or not
Illegal migrants are menace to a country whether they are americans, canadians, indians, bangladeshis or not
Identity Attack0.5075293
Insult0.24630153
Profanity0.10178173
Threat0.04167421
Severe Toxicity0.023076924
Moderate 0.42349213 Low Con 0.196 Identity Attack Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
We shouldn't have to support an immigrant at all! They shouldn't get one red cent from our government! They are breaking federal law by being here illegally. We're on the verge of becoming a third …
We shouldn't have to support an immigrant at all! They shouldn't get one red cent from our government! They are breaking federal law by being here illegally. We're on the verge of becoming a third world county because we've being flooded with these people.
Identity Attack0.48949075
Insult0.27558193
Profanity0.041912504
Threat0.013113883
Severe Toxicity0.023076924
Moderate 0.42129645 Moderate Con 0.372
Dec 21, 2023 3 likes How much do refugees and …

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.