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: "WE NEED TO DO WHAT …" 2,035 comments · Page 38 of 82
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house …
Truth China India people come into Canada to buy up homes with their money that’s not from Canada or errand the Government need to stop this from a Canadian first to buy my own house in a land where I was born they up the house prices and have no respect for Canada
Identity Attack0.2781757
Insult0.07270074
Profanity0.015010698
Threat0.0065568537
Severe Toxicity0.0049209595
Low Tox 0.23415339 Constructive 0.512
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Need we say more? Fraud = ______
Need we say more? Fraud = ______
Identity Attack0.008842488
Insult0.08459369
Profanity0.044167064
Threat0.009359611
Severe Toxicity0.005836487
Low Tox 0.23379272 Low Con 0.162
Sep 29, 2025 IRCC Names India in Study …
If you allow your place tone abused by immigrants because you need their votes, that's what was going on over the 2 decades, it's not a over year thing
If you allow your place tone abused by immigrants because you need their votes, that's what was going on over the 2 decades, it's not a over year thing
Identity Attack0.26663736
Insult0.0670459
Profanity0.018255826
Threat0.009437286
Severe Toxicity0.0051879883
Low Tox 0.23379272 Moderate Con 0.347 Policy_Critique
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas …
As a Canadian, we need something like ICE to round up all of these illegal immigrants who come to this country under student visas and then they disappear. We need to stop giving out visas for about 5 years.
Identity Attack0.23391083
Insult0.07523532
Profanity0.0147374235
Threat0.038220957
Severe Toxicity0.0077819824
Low Tox 0.23343207 Moderate Con 0.402
Nov 4, 2025 IRCC Names India in Study …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone …
Is that the way to talk. If you need something in the meeting ask people to prepare that data beforehand instead of acting like a top boss. Although she looks Canadian she acts like someone from a 3rd world country. At the end of the day no one even knows you Michelle.
Identity Attack0.10235514
Insult0.14331897
Profanity0.016547862
Threat0.006479179
Severe Toxicity0.004081726
Low Tox 0.2330714 Moderate Con 0.389
Oct 1, 2025 IRCC Names India in Study …
Deport, we need ICE in Canada
Deport, we need ICE in Canada
Identity Attack0.1035157
Insult0.06337463
Profanity0.018187506
Threat0.0347677
Severe Toxicity0.009689331
Low Tox 0.2330714 Low Con 0.224
Sep 30, 2025 IRCC Names India in Study …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? …
Cross country strike until they step down . Don't be confused Sheer., you guys need to be way more conservative, we've had enough. You all voted for destructive policies. Why aren't you filing court challenges? Why aren't you talking about the bioweapon injections?? Did you make money on pcr's? PPs wifey too? Both sides have been compromised for decades. CSIS Report. China, India. Canadians never wanted immigration from any of these 3rd world countries. This is treason.
Identity Attack0.089973204
Insult0.1342682
Profanity0.017777596
Threat0.012751401
Severe Toxicity0.0051116943
Low Tox 0.2330714 Moderate Con 0.346 Call_To_Action
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
"We need more immigrants to keep up with the economy." "The economy is bad because of an influx of immigrants." "We need more immigrants to keep up with the economy."
"We need more immigrants to keep up with the economy." "The economy is bad because of an influx of immigrants." "We need more immigrants to keep up with the economy."
Identity Attack0.2331515
Insult0.06424874
Profanity0.017504321
Threat0.007832011
Severe Toxicity0.0059890747
Low Tox 0.23271075 Moderate Con 0.346 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
lol that’s not going to help it needs to be halted all together. More liberal failures
lol that’s not going to help it needs to be halted all together. More liberal failures
Identity Attack0.06249457
Insult0.123407245
Profanity0.035900343
Threat0.0113014765
Severe Toxicity0.004673004
Low Tox 0.23235008 Low Con 0.171 Policy_Critique
Jan 3, 2026 New rules, regulations take effect …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be …
We all know it’s happening. It’s time to crack down. While I like Vassy I don’t know she’s pushing back so hard. It is common sense. If you abuse the system you need to be kicked out of the country and we aren’t wasting our $ on you.
Identity Attack0.009767435
Insult0.07428485
Profanity0.085167445
Threat0.13650303
Severe Toxicity0.008010864
Low Tox 0.23235008 Constructive 0.6 Policy_Critique
Feb 25, 2026 1 likes 'We do know that there's …
The consider this country their home? I mean how, for god sakes. Our country is falling apart, they need to gooooooooooo
The consider this country their home? I mean how, for god sakes. Our country is falling apart, they need to gooooooooooo
Identity Attack0.10221587
Insult0.061276767
Profanity0.09098661
Threat0.011793415
Severe Toxicity0.008392334
Low Tox 0.23162876 Moderate Con 0.337 Fear_Threat
Jan 15, 2026 3 likes 2.9 million Canadian temporary visas …
Canada needs to recover from this liberal governments mess
Canada needs to recover from this liberal governments mess
Identity Attack0.06658725
Insult0.16824563
Profanity0.032643758
Threat0.007961469
Severe Toxicity0.004081726
Low Tox 0.2312681 Low Con 0.185
Jan 22, 2026 Why Canada’s immigration system has …
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
It's all about the government needing more slaves. Canadians are smart enough noticing what is going on and not bringing kids in this.
Identity Attack0.11744241
Insult0.0820023
Profanity0.022696527
Threat0.013702838
Severe Toxicity0.006752014
Low Tox 0.2312681 Low Con 0.241 Unverified_Claim
Aug 25, 2025 34 likes Why Canadians Are Turning Against …
Canada you guys and Gals need to rise up and take your country back
Canada you guys and Gals need to rise up and take your country back
Identity Attack0.17925262
Insult0.06826523
Profanity0.017777596
Threat0.012233571
Severe Toxicity0.007209778
Low Tox 0.23090743 Moderate Con 0.345
Nov 21, 2018 9 likes How much do refugees and …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy …
It's a shame that you guys will not talk about the real reason behind this massive increase in low skill immigration....It's a clear DIRECTIVE from the WEF and globalists to increase division, break the economy and provide quick citizenship to increase the voter pool... When the same playbook is happening in all the other western countries, it is not a coincidence but a serious and coordinated global plan. FIND SOME COURAGE to say what really is taking place....but you won't. If you need a quick reminder, take a look at what just happened in Spain - 500,000 new immigrants that will be given quick landed immigrant status allowing them to vote!!!!!
Identity Attack0.040745795
Insult0.15698463
Profanity0.028913507
Threat0.008556974
Severe Toxicity0.005264282
Low Tox 0.23090743 Constructive 0.522 Unverified_Claim
Feb 17, 2026 8 likes LILLEY UNLEASHED: The fall of …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see …
Im tired of wanting to move out my apartment but i cant cuz foreigners are buying up property and jacking up rent prices. And yes i am a daughter of an immigrant. And i see student housing being built and the rent is cheap! My rent has gone up twice in 2 years. Nothing is available under 1300 unless you rent a room. Nobody can change my traditions because they are mine and dont affect anyone. Groceries are unreal. I dont have a car anymore. I dont have children or a partner. Social time or entertainment is this. Youtube and my 2 dogs one of which now needs a leg amputation as she has cancer in her paw. I have a gofundme but its slow. But i see other pet owners that have them and because they use their pet as their unpaid actor they have made the money needed in days. Im just offering paperwork,proof,photos,making beaded collars,to try and make more. Im trying to open my own business doing nails. But callbacks from offices are not happening. My mental health has suffered since I was 18. I am gen x. Being a minority doesnt mean i get whatever i want either.
Identity Attack0.18235919
Insult0.082866095
Profanity0.052934792
Threat0.0077802283
Severe Toxicity0.0065231323
Low Tox 0.23090743 Constructive 0.813
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We need something like ICE find them round them up and send them back
We need something like ICE find them round them up and send them back
Identity Attack0.03636306
Insult0.04383647
Profanity0.030389199
Threat0.20938614
Severe Toxicity0.01502803
Low Tox 0.23090743 Low Con 0.155 Call_To_Action
Sep 29, 2025 IRCC Names India in Study …
What a weak position. You don't need to justify the precise impact of giving out free healthcare to foreigners to know its wrong. We owe them nothing, send them home. We are not a charity.
What a weak position. You don't need to justify the precise impact of giving out free healthcare to foreigners to know its wrong. We owe them nothing, send them home. We are not a charity.
Identity Attack0.1769227
Insult0.077136256
Profanity0.017094411
Threat0.009307829
Severe Toxicity0.0044441223
Low Tox 0.22980402 Moderate Con 0.352 Moral_Argument
Feb 23, 2026 56 likes 'We do know that there's …
Honestly when I take my little terrier puppy outside for walk and I pass by a villager African/punjab they always get extremely visibly scared and sometimes run away. He’s a small 9 lb dog who …
Honestly when I take my little terrier puppy outside for walk and I pass by a villager African/punjab they always get extremely visibly scared and sometimes run away. He’s a small 9 lb dog who is cute and happy. These villagers need to go.
Identity Attack0.2331515
Insult0.08030447
Profanity0.03189224
Threat0.018882722
Severe Toxicity0.008850098
Low Tox 0.22980402 Constructive 0.601
Jun 23, 2025 2 likes How Canada broke its immigration …
You all need to go back
You all need to go back
Identity Attack0.037909906
Insult0.06757036
Profanity0.03464781
Threat0.03407705
Severe Toxicity0.007820129
Low Tox 0.22980402 Low Con 0.256
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Canada needs ICE. Not the one that's plenty during winter but the one that can remove that are plenty in Canada - which are illegal residents!
Identity Attack0.18002926
Insult0.08410009
Profanity0.014327513
Threat0.013579931
Severe Toxicity0.007858276
Low Tox 0.22579013 Moderate Con 0.381
Jan 18, 2026 2.9 million Canadian temporary visas …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, …
It’s really disappointing to see some immigrants not making any effort to adapt to this beautiful country, but instead trying to recreate everything exactly as it was back home. I’m an immigrant healthcare professional myself, and I visit many nursing and retirement homes. It feels extremely disrespectful when immigrant workers speak only in their own languages even when others around them don’t understand. Just a few days ago, I was in a park and witnessed someone spitting red tobacco all over a tree trunk. This kind of behaviour is unacceptable in Canada. We came here for better opportunities and a better life, so it should be our responsibility to respect the culture and the public spaces here. I genuinely believe the government needs to be stricter about who they allow in. Canada doesn’t need people who refuse to integrate or who create a nuisance in public. Diversity is about sharing and respecting each other, not about ignoring Canadian values or lowering public standards. If someone is not willing to respect this country and its culture, then maybe Canada is not the place for them.
Identity Attack0.20878418
Insult0.08582769
Profanity0.03464781
Threat0.0091524795
Severe Toxicity0.005645752
Low Tox 0.22579013 Constructive 0.764
Aug 25, 2025 111 likes Why Canadians Are Turning Against …
Brampton needs the Racoon City treatment
Brampton needs the Racoon City treatment
Identity Attack0.027011903
Insult0.09270445
Profanity0.0569429
Threat0.044602267
Severe Toxicity0.008506775
Low Tox 0.22579013 Low Con 0.147 Fear_Threat
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Need way more deportations.
Need way more deportations.
Identity Attack0.11976352
Insult0.034672357
Profanity0.01887069
Threat0.04167421
Severe Toxicity0.006713867
Low Tox 0.22445217 Low Con 0.212 Policy_Critique
Dec 25, 2025 1 likes Deportations From Canada at Their …
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Canada needs ICE and Mass deportation now!! If this goes on longer there will be a Civil war.😐✌️
Identity Attack0.10221587
Insult0.035553806
Profanity0.0166845
Threat0.13815513
Severe Toxicity0.009269714
Low Tox 0.22311419 Low Con 0.261 Fear_Threat
Feb 25, 2026 1 likes 'We do know that there's …

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.