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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

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

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30,738 comments · Page 443 of 1230
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, …
Canadians themselves are responsible because a good few of them are running illegal education rackets blessed by their respected governments. Why Indians because Indians want to get out their messy country where jobs are scarce, lawlessness corruption is extreme on top countries like UK Canada Australia and NZ are making billions out of these so-called students. On top they are getting 19-year-old to 30-year educated healthy young ones to work for them for pittance. Your government knows it very well and they should be blamed for the mess. Wait a few years more
Identity Attack0.34974504
Insult0.24928534
Profanity0.051181246
Threat0.0089712385
Severe Toxicity0.012054443
Moderate 0.32128486 Moderate Con 0.482 Policy_Critique
Oct 2, 2025 1 likes IRCC Names India in Study …
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
As a Canadian, im outraged and appalled by this invasion, we Canadians hardly recognize our own country anymore THIS MUST STOP !! MASS DEPORTATIONS NOW!!
Identity Attack0.31307843
Insult0.107333586
Profanity0.017367685
Threat0.024753258
Severe Toxicity0.015221698
Moderate 0.32128486 Moderate Con 0.411 Fear_Threat
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to …
I signed the Alberta independence petition, I am sick and tired of my province subsidizing Eastern Canada $25 billion per year through the unfair equalization payments. They keep voting in communist liberals who try to destroy my province's economy! enough is enough
Identity Attack0.10221587
Insult0.27558193
Profanity0.024131214
Threat0.011249693
Severe Toxicity0.005874634
Moderate 0.32128486 Moderate Con 0.495 Call_To_Action
Feb 26, 2026 32 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
You can blame the immigrants all you want but never blame the politicians who allowed the fake colleges and allowed them in. Never the bride always the bridesmaid
You can blame the immigrants all you want but never blame the politicians who allowed the fake colleges and allowed them in. Never the bride always the bridesmaid
Identity Attack0.36702603
Insult0.16831873
Profanity0.026044132
Threat0.008531082
Severe Toxicity0.008087158
Moderate 0.32128486 Low Con 0.267 Policy_Critique
Feb 24, 2026 Inside Canada's Indian Invasion...
I wanna see more of the white dude on the bike 😂
I wanna see more of the white dude on the bike 😂
Identity Attack0.36702603
Insult0.076819435
Profanity0.110447146
Threat0.057856824
Severe Toxicity0.01644827
Moderate 0.32128486 Moderate Con 0.355 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
India doesnt have rules of the road. They kinda just go. Even before this huge influx ive almost been hit by indians flying through red lights
India doesnt have rules of the road. They kinda just go. Even before this huge influx ive almost been hit by indians flying through red lights
Identity Attack0.3817989
Insult0.12521741
Profanity0.12903778
Threat0.13178273
Severe Toxicity0.019482423
Moderate 0.32128486 Moderate Con 0.357 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The video editing is super cheap, looks like a bunch of random kaleidoscoped AI shots. The story also seems fake.
The video editing is super cheap, looks like a bunch of random kaleidoscoped AI shots. The story also seems fake.
Identity Attack0.018872296
Insult0.16780703
Profanity0.13256322
Threat0.011638066
Severe Toxicity0.01083374
Moderate 0.32128486 Low Con 0.124 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigrant complaining about immigration 😂😂😂. Btw current immigration is not as brutal as previous were.
Immigrant complaining about immigration 😂😂😂. Btw current immigration is not as brutal as previous were.
Identity Attack0.36702603
Insult0.09855611
Profanity0.038154904
Threat0.012596053
Severe Toxicity0.010604858
Moderate 0.32128486 Low Con 0.282 Humor_Satire
Jan 25, 2026 1 likes Inside Canada's Indian Metropolis (Brampton)
This guy have some serious issue with indians
This guy have some serious issue with indians
Identity Attack0.34649673
Insult0.13064787
Profanity0.104876526
Threat0.0101363575
Severe Toxicity0.010528564
Moderate 0.32128486 Low Con 0.263 Meta_Commentary
Feb 21, 2026 Inside Canada's Indian Invasion...
And what will the Americans do at CUSMA, kidnap all the other leaders and claim Canada and Mexico as their own?
And what will the Americans do at CUSMA, kidnap all the other leaders and claim Canada and Mexico as their own?
Identity Attack0.19298288
Insult0.07872037
Profanity0.04742365
Threat0.41623402
Severe Toxicity0.018320406
Moderate 0.32128486 Low Con 0.182 Humor_Satire
Jan 4, 2026 New rules, regulations take effect …
20:05 some real breaking bad el Camino shit going on here dude 😂😅
20:05 some real breaking bad el Camino shit going on here dude 😂😅
Identity Attack0.0051797
Insult0.12521741
Profanity0.48510036
Threat0.00713294
Severe Toxicity0.009918213
Moderate 0.32128486 Low Con 0.287
Jan 27, 2026 3 likes Inside Canada's Indian Invasion...
i genuinely think they only have Indians is so that America doesn't invade them
i genuinely think they only have Indians is so that America doesn't invade them
Identity Attack0.38185352
Insult0.0836065
Profanity0.09551262
Threat0.018019408
Severe Toxicity0.01683561
Moderate 0.32128486 Low Con 0.198
Jan 27, 2026 Inside Canada's Indian Invasion...
Western governments running SCAMS😂 😂
Western governments running SCAMS😂 😂
Identity Attack0.11744241
Insult0.24928534
Profanity0.14402086
Threat0.010084574
Severe Toxicity0.0128976675
Moderate 0.32128486 Low Con 0.105 Unverified_Claim
Feb 11, 2026 Canada's tighter immigration policy divides …
Real talk... !! Indans take over canada .. it calls now CANA-DIANS..😅😅😅😅
Real talk... !! Indans take over canada .. it calls now CANA-DIANS..😅😅😅😅
Identity Attack0.37953663
Insult0.15627414
Profanity0.036651865
Threat0.009981008
Severe Toxicity0.013478675
Moderate 0.32128486 Low Con 0.191 Humor_Satire
Oct 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Here in Australia the indians make up the majority of immigrants😕
Here in Australia the indians make up the majority of immigrants😕
Identity Attack0.3817989
Insult0.086852804
Profanity0.07449899
Threat0.008336896
Severe Toxicity0.015286255
Moderate 0.32128486 Moderate Con 0.315 Comparative_Framing
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Pemi and Aisha is lying. 😂😂😂Can’t believe how Canadian government give authority to control fake International students.
Pemi and Aisha is lying. 😂😂😂Can’t believe how Canadian government give authority to control fake International students.
Identity Attack0.09245483
Insult0.28791866
Profanity0.026044132
Threat0.0069516995
Severe Toxicity0.0059509277
Moderate 0.32128486 Low Con 0.183
Sep 28, 2025 2 likes IRCC Names India in Study …
Its the same everywhere in Canada! But Browntown (Brampton) is probably the worst! Even my Indian buddies think its bad!
Its the same everywhere in Canada! But Browntown (Brampton) is probably the worst! Even my Indian buddies think its bad!
Identity Attack0.32184324
Insult0.16890354
Profanity0.053435806
Threat0.0082074385
Severe Toxicity0.009307861
Moderate 0.32128486 Constructive 0.558 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
So apparently immigrants are both the cause of real-estate prices soaring AND are poor, just barely scraping by and leeching off government services. Yep real solid analytical skills here guys 🤣
Identity Attack0.3043136
Insult0.23704576
Profanity0.032894265
Threat0.007094103
Severe Toxicity0.0090408325
Moderate 0.32128486 Moderate Con 0.309 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Immigrant fatigue
Immigrant fatigue
Identity Attack0.36702603
Insult0.16817254
Profanity0.08290444
Threat0.0138755
Severe Toxicity0.015931819
Moderate 0.32128486 Moderate Con 0.365
Aug 27, 2025 2 likes Why Canadians Are Turning Against …
Time too deport!
Time too deport!
Identity Attack0.19495805
Insult0.083112895
Profanity0.026317406
Threat0.13127698
Severe Toxicity0.01412424
Moderate 0.32128486 Moderate Con 0.37 Call_To_Action
Aug 25, 2025 46 likes Why Canadians Are Turning Against …
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of …
Bro is getting money off rage baiting his racist followers. I used to think the scam pranks were funny then noticed a trend... He went to Minnesota to even try to eat crumbs off of nick.. Too late so you hitch a bust north to Canada to figure out the next race bait to rage your audience. I thought this guy was cool but ever since being chased in Italy he hasn't been the same...
Identity Attack0.17070955
Insult0.26957804
Profanity0.041661996
Threat0.020782012
Severe Toxicity0.010299683
Moderate 0.32128486 Moderate Con 0.485 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Do they assimilate?What drinking,drugs , welfare and the Canadian lifestyle!
Do they assimilate?What drinking,drugs , welfare and the Canadian lifestyle!
Identity Attack0.28034934
Insult0.21602537
Profanity0.017299367
Threat0.008026198
Severe Toxicity0.009651184
Moderate 0.32128486 Low Con 0.224 Identity_Assertion
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada still does not realise it imported too many Muslims and India Indians?
Canada still does not realise it imported too many Muslims and India Indians?
Identity Attack0.40158966
Insult0.110259406
Profanity0.02474608
Threat0.0071588317
Severe Toxicity0.010681152
Moderate 0.32128486 Low Con 0.181
Oct 8, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Why does the biggest and busiest Airport have only Indians working all over the Airport. Not good.
Why does the biggest and busiest Airport have only Indians working all over the Airport. Not good.
Identity Attack0.381025
Insult0.13969865
Profanity0.02836696
Threat0.007793174
Severe Toxicity0.009841919
Moderate 0.32128486 Low Con 0.291
Aug 29, 2025 2 likes Why Canadians Are Turning Against …
To destroy a country from without, you first have to destroy it from within.
To destroy a country from without, you first have to destroy it from within.
Identity Attack0.08087392
Insult0.04383647
Profanity0.05243378
Threat0.34913966
Severe Toxicity0.017416617
Moderate 0.32128486 Low Con 0.153 Fear_Threat
Aug 25, 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.