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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

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

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Active: "I bet that all those …" 74 comments · Page 3 of 3
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians …
They are taking OUR jobs. We aren’t “Canada” anymore, we are New Canindia. I honestly might move in the middle of nowhere just to get away from the invasion. I bet you there’s more Indians in Canada than Canadians. I miss Canada.
Identity Attack0.28034934
Insult0.0810151
Profanity0.02119352
Threat0.009644418
Severe Toxicity0.009155273
Low Tox 0.25462922 Moderate Con 0.479 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
3:00 I bet he considers himself "expat" and not an "immigrant"
3:00 I bet he considers himself "expat" and not an "immigrant"
Identity Attack0.18235919
Insult0.07555214
Profanity0.04892669
Threat0.008052089
Severe Toxicity0.006828308
Low Tox 0.23739935 Low Con 0.291
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
And this is why America wants the Canadian to boost up their border patrol. Losing foreigners and I bet a quarter of them come illegally to America.
And this is why America wants the Canadian to boost up their border patrol. Losing foreigners and I bet a quarter of them come illegally to America.
Identity Attack0.2331515
Insult0.07365121
Profanity0.015147334
Threat0.009592636
Severe Toxicity0.0045776367
Low Tox 0.23235008 Moderate Con 0.489 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. …
It's not a lie. I have friends telling me stories of Indian Immigrants in small towns like Renfrew, Eaganville, Barrie, and other smaller places in between where there following and harrassing women in small towns. And their daughters alone side them. And their are never arrested. These people have disappeared of the internet 6-8 yrs ago and are popping up in small towns and even smaller villages along the highway. Parking on private property access roads for fires and picnics with there kids. I have seen it first hand all over lanark county and across the east end heading out to Embrun and east towards Plantagenet. And for anyone to deny this..it's because you live in a bubble and never leave the city. Can't goto the Ottawa River anywhere without seeing people bathing in the runoff from our fields and confronting locals tell them to stop trashing out forest and community . All the while throwing garbage into the river and bushes wherever they stop to get out of their cars. These Indians and Muslims do not care about the rules or our country. The Immigrants have over run the country and will not leave peacefully. Ask them yourself if they will. I bet they stand defiantly in your face and tell you "no". Even when they legally do not belong here. This will cause a civil war soon enough. Canada wants it's country back. And they will get it back from the liberals and their foreign army of vagrant, Canadian hating deciples. The time of the liberals has come to and end. Canada will be great again and the liberals will be back at the bottom where they belong. Especially after what they've done to the country and its people. Disgusting that no one has done it YET!!
Identity Attack0.22631748
Insult0.083359696
Profanity0.055940874
Threat0.03373172
Severe Toxicity0.008354187
Low Tox 0.22445217 Constructive 0.597
Sep 28, 2025 1 likes IRCC Names India in Study …
9:15 oh God, the smell of that room full of shoes was nothing but pleasant I bet 😅
9:15 oh God, the smell of that room full of shoes was nothing but pleasant I bet 😅
Identity Attack0.013244915
Insult0.033239998
Profanity0.10982819
Threat0.009877442
Severe Toxicity0.009841919
Low Tox 0.21107252 Moderate Con 0.488 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
i bet it smells.
i bet it smells.
Identity Attack0.0036627878
Insult0.06407392
Profanity0.05393682
Threat0.0072365063
Severe Toxicity0.0036239624
Low Tox 0.18079062 Moderate Con 0.354 Humor_Satire
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot …
So ironic because I remember the days when my fellow Canadians were mad at the influx of well behaved, tax paying, money spending Chinese immigrants around 10-15 yrs ago. Sure they bought up a lot of real estate and contributed to the raising property values, but many of the Canadians benefited from that selling their property for amounts they never even imagined and they created a small economic boom in the GTHA. I'll bet many of us miss them dearly now we know what true bad immigration looks like 😢
Identity Attack0.11280017
Insult0.07365121
Profanity0.018392462
Threat0.0071588317
Severe Toxicity0.004196167
Low Tox 0.16851899 Constructive 0.808
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
I bet all legal gun owners who will be turning in those illegal firearms to Gary, all while abusing and overwhelming our social systems.....
I bet all legal gun owners who will be turning in those illegal firearms to Gary, all while abusing and overwhelming our social systems.....
Identity Attack0.011543332
Insult0.05964688
Profanity0.017367685
Threat0.05268431
Severe Toxicity0.0045394897
Low Tox 0.165053 Low Con 0.281 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
I bet it smells curry.
I bet it smells curry.
Identity Attack0.006178642
Insult0.060752302
Profanity0.059447967
Threat0.0069646453
Severe Toxicity0.0038337708
Low Tox 0.15269235 Moderate Con 0.348
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, …
Still have time to deport them by using their sin numbers. Just like ice did. Just use their activities and use spy cops . I bet most of them will be gone. Also those lawyers, who kept posting in their Instagram 2x work permit etc.
Identity Attack0.014149316
Insult0.031917825
Profanity0.016479544
Threat0.053330876
Severe Toxicity0.003643036
Low Tox 0.12867521 Low Con 0.246 Call_To_Action
Jan 29, 2026 Inside Canada's Indian Invasion...
I'm 45, single, no kids, this day and age it's your best bet to just take care of yourself
I'm 45, single, no kids, this day and age it's your best bet to just take care of yourself
Identity Attack0.00776955
Insult0.02425329
Profanity0.02385794
Threat0.009048914
Severe Toxicity0.0029563904
Low Tox 0.09785384 Constructive 0.578 Identity_Assertion
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
I bet they don’t even have licenses. like in the US.
I bet they don’t even have licenses. like in the US.
Identity Attack0.038425524
Insult0.024897853
Profanity0.014600786
Threat0.007586042
Severe Toxicity0.0018119812
Low Tox 0.09112182 Low Con 0.188 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
who's gonna bet that this place pollution is worse than the rest of canada?
who's gonna bet that this place pollution is worse than the rest of canada?
Identity Attack0.018972786
Insult0.022319598
Profanity0.011355659
Threat0.0063432488
Severe Toxicity0.0013065338
Low Tox 0.059232414 Low Con 0.2 Question
Sep 21, 2025 60 likes Inside Canada's Indian Metropolis (Brampton)
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
I will bet you 1,000,000,000 CANADIAN DOLLARS, THAT THE FREE SWEETS YOU WERE GIVEN FOR FREE ARE 100% EXPIRED, I GUARANTEE IT, CHECK IT, PLEASE.
Identity Attack0.0066596144
Insult0.01819439
Profanity0.0113215
Threat0.0069905366
Severe Toxicity0.0016212463
Low Tox 0.04216247 Low Con 0.266 Unverified_Claim
Nov 13, 2025 Inside Canada's Indian Metropolis (Brampton)
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
I would legit bet $100 that Tyler has never made $100 "playing games on his phone".
Identity Attack0.0017573982
Insult0.017292
Profanity0.011765569
Threat0.0063108844
Severe Toxicity0.00076293945
Low Tox 0.032863233 Low Con 0.267 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower …
Issue is. We are not hearing enough feedback from the average Canadian. The Canadians who dont face hardship and issues welcome all the new into Canada. I will bet that the average Canadian ( lower to middle class ) would say things are fine and if we took a moment to get opinions in a couple cities or even towns in Canada ( Ontario specifically) and ask the lower to middle class we will see just how negative the impact is on us.
Identity Attack0.017967897
Insult0.0142009165
Profanity0.009920971
Threat0.006162008
Severe Toxicity0.00084400177
Low Tox 0.032863233 Constructive 0.75
Aug 31, 2025 8 likes Why Canadians Are Turning Against …
PLEASE come do this in Frisco Texas. I bet there are more here in just north Texas than the entirety of Canada…
PLEASE come do this in Frisco Texas. I bet there are more here in just north Texas than the entirety of Canada…
Identity Attack0.015455672
Insult0.010932897
Profanity0.012892825
Threat0.0077154995
Severe Toxicity0.0014591217
Low Tox 0.02968135 Moderate Con 0.44 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Mashallah Punjabi folk , what a lovely community , I bet u guys are serving CANADA well , RAB DUNYA DA MALIK HAI OR KOI NAHI❤❤❤
Identity Attack0.014149316
Insult0.020966014
Profanity0.024541125
Threat0.008362788
Severe Toxicity0.0035476685
Low Tox 0.02779579 Constructive 0.53 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
I bet many sre working for the AMAZON WAREHOUSE IN MY BACKYARD IN LA SALLE QUEBEC.
I bet many sre working for the AMAZON WAREHOUSE IN MY BACKYARD IN LA SALLE QUEBEC.
Identity Attack0.004643231
Insult0.013744914
Profanity0.011082385
Threat0.0067963502
Severe Toxicity0.001115799
Low Tox 0.025085296 Moderate Con 0.414 Economic_Argument
Jan 25, 2026 IRCC Names India in Study …
I bet Trump will mention this in one of his conferences. Mark my words 😅
I bet Trump will mention this in one of his conferences. Mark my words 😅
Identity Attack0.0023216156
Insult0.01306091
Profanity0.012585391
Threat0.007197669
Severe Toxicity0.00081062317
Low Tox 0.024613906 Low Con 0.206 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
300? I bet there is 30000
300? I bet there is 30000
Identity Attack0.0037922803
Insult0.009507888
Profanity0.016479544
Threat0.008272167
Severe Toxicity0.0016021729
Low Tox 0.023671126 Low Con 0.279 Unverified_Claim
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Check companies like Walmart, Home Depot, Canadian Tire, Uber...bet you can find them
Check companies like Walmart, Home Depot, Canadian Tire, Uber...bet you can find them
Identity Attack0.003607291
Insult0.010438894
Profanity0.012141321
Threat0.0069387536
Severe Toxicity0.0007867813
Low Tox 0.017592486 Moderate Con 0.321 Unverified_Claim
Sep 29, 2025 17 likes IRCC Names India in Study …
Ha I bet the one thing they didn't try was offering a better salary.
Ha I bet the one thing they didn't try was offering a better salary.
Identity Attack0.001674153
Insult0.008652883
Profanity0.011458136
Threat0.006304411
Severe Toxicity0.00068187714
Low Tox 0.014576632 Low Con 0.246 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I bet we don’t need an ICE agency to do it either.
I bet we don’t need an ICE agency to do it either.
Identity Attack0.0027193425
Insult0.00817788
Profanity0.0103821205
Threat0.006427396
Severe Toxicity0.0006866455
Low Tox 0.01237757 Low Con 0.175 Policy_Critique
Feb 19, 2026 Canadian immigration officers investigating hundreds …

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.