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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 #}

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Active: "They do that everywhere same …" 305 comments · Page 11 of 13
Bro I am a true Canadian and the Indian people are everywhere
Bro I am a true Canadian and the Indian people are everywhere
Identity Attack0.10221587
Insult0.023479814
Profanity0.02522431
Threat0.007754337
Severe Toxicity0.004119873
Low Tox 0.10609736 Constructive 0.52 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our …
Trouble is they move into towns don’t spend money in the town shops restaurants shut down then they buy everything we have them in Australia too there everywhere there breeding us all out of our own countries time we woke up
Identity Attack0.051126
Insult0.028171662
Profanity0.016547862
Threat0.0068869707
Severe Toxicity0.002784729
Low Tox 0.103928015 Moderate Con 0.401 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was …
I visited Brampton over New Year's 2018. I couldn't believe how huge the Indian community was at the time. The weather was extremely brutal, so we didn't go out much. Everywhere we did go was ALL Indian! I was visiting a friend's family. I remember asking him if there were any cultural conflicts between the immigrants and the Canadians. At the time, it didn't seem to be a problem. Evidently, a lot has changed since then!
Identity Attack0.10221587
Insult0.023995465
Profanity0.014600786
Threat0.0073918556
Severe Toxicity0.002708435
Low Tox 0.09958932 Constructive 0.776
Sep 25, 2025 Inside Canada's Indian Metropolis (Brampton)
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
I can feel the problem between these groups and the best answer I can ever give to Canada is to make schools how to stop racism and put them everywhere
Identity Attack0.057037655
Insult0.026702631
Profanity0.0147374235
Threat0.008259222
Severe Toxicity0.0025558472
Low Tox 0.09785384 Constructive 0.522 Call_To_Action
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Like a burst sewer main it's everywhere.
Like a burst sewer main it's everywhere.
Identity Attack0.003607291
Insult0.030154925
Profanity0.026727317
Threat0.007365964
Severe Toxicity0.0023460388
Low Tox 0.09655223 Low Con 0.291
Jan 27, 2026 Inside Canada's Indian Invasion...
There is christ in india till the 19th century, now everywhere churchs , don't hate just accept
There is christ in india till the 19th century, now everywhere churchs , don't hate just accept
Identity Attack0.057037655
Insult0.020772645
Profanity0.02303812
Threat0.007534259
Severe Toxicity0.0028800964
Low Tox 0.09568449 Moderate Con 0.352 Comparative_Framing
Jan 28, 2026 Inside Canada's Indian Invasion...
You should probably ask yourself why residential housing conglomerates are destroying small towns everywhere!
You should probably ask yourself why residential housing conglomerates are destroying small towns everywhere!
Identity Attack0.00776955
Insult0.027347196
Profanity0.014156717
Threat0.012440704
Severe Toxicity0.0017261505
Low Tox 0.09351514 Low Con 0.25
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
These people are everywhere. Why they letting so many of them in
These people are everywhere. Why they letting so many of them in
Identity Attack0.019977676
Insult0.024640027
Profanity0.022013342
Threat0.008764107
Severe Toxicity0.002632141
Low Tox 0.0926474 Low Con 0.233 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
They dominate everywhere man. I steer clear of Surrey
They dominate everywhere man. I steer clear of Surrey
Identity Attack0.02037963
Insult0.0279513
Profanity0.020783609
Threat0.00967031
Severe Toxicity0.0022792816
Low Tox 0.08637348 Moderate Con 0.382 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
I would love to leave Canada, I was born here but everywhere else seems to have the same problems.
I would love to leave Canada, I was born here but everywhere else seems to have the same problems.
Identity Attack0.048480038
Insult0.018710041
Profanity0.011253181
Threat0.006925808
Severe Toxicity0.0017356873
Low Tox 0.07845957 Constructive 0.539 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
The world needs to know this is happening, Canada is unrecognizable almost everywhere
The world needs to know this is happening, Canada is unrecognizable almost everywhere
Identity Attack0.04023018
Insult0.02373764
Profanity0.011048226
Threat0.007094103
Severe Toxicity0.0019168854
Low Tox 0.07371122 Low Con 0.267 Fear_Threat
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on …
We like to bring in people from everywhere and pay them more money than working Canadians get using tax dollars. Then they collect OAS and leave the country, pass away and their families collect on that OAS for as long as they can without consequence
Identity Attack0.02821777
Insult0.019161236
Profanity0.010740792
Threat0.0075083673
Severe Toxicity0.0017356873
Low Tox 0.058737632 Moderate Con 0.381
Jun 22, 2025 How Canada broke its immigration …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent …
Immigration not problem , i am immigrant and now Canadian citizen i used to save money, now i have no money whatever i earn go into bills. Soo much of tax. I can’t even rent a basement maybe just a room. I told everyone not to come to canada. My brother payed 40,000$ in education with single day job. So he thinking going back nothing here. And its everywhere not just in canada
Identity Attack0.027815815
Insult0.017227544
Profanity0.011970525
Threat0.0062267366
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.656
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
YOU SEE THEM ALL ON THE STREET EVERYWHERE.
YOU SEE THEM ALL ON THE STREET EVERYWHERE.
Identity Attack0.006696612
Insult0.015188923
Profanity0.015488927
Threat0.012078222
Severe Toxicity0.0022125244
Low Tox 0.050078966 Low Con 0.244 Fear_Threat
Sep 28, 2025 33 likes IRCC Names India in Study …
It's like this everywhere. Im in Northbay and its the newest brown town on the map
It's like this everywhere. Im in Northbay and its the newest brown town on the map
Identity Attack0.026609946
Insult0.017292
Profanity0.017914234
Threat0.008026198
Severe Toxicity0.0024032593
Low Tox 0.04760506 Moderate Con 0.468 Identity_Assertion
Jan 29, 2026 Inside Canada's Indian Invasion...
They are literally everywhere 🤣5 million to every country and 500 million would still be left
They are literally everywhere 🤣5 million to every country and 500 million would still be left
Identity Attack0.010137413
Insult0.015948927
Profanity0.020373698
Threat0.0074954215
Severe Toxicity0.0020599365
Low Tox 0.046120718 Low Con 0.163 Humor_Satire
Sep 23, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
I went to Toronto and I was in SHOCK......... Everywhere, every buisness.. literaly everywhere
I went to Toronto and I was in SHOCK......... Everywhere, every buisness.. literaly everywhere
Identity Attack0.008546505
Insult0.01625293
Profanity0.014771583
Threat0.0066733654
Severe Toxicity0.0015449524
Low Tox 0.042657252 Moderate Con 0.407 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
Everywhere in Canada will be Brampton soon.
Everywhere in Canada will be Brampton soon.
Identity Attack0.016259583
Insult0.017549826
Profanity0.0127561875
Threat0.008181547
Severe Toxicity0.0018310547
Low Tox 0.04240986 Low Con 0.249
Sep 19, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly …
Same problem as pretty much everywhere in the western world at the moment. Mass migrations occur and consist of people who REFUSE TO ASSIMILATE. You can't just go to a foreign country and behave exactly like you did back home. There's different laws, social norms, cultural practices and expectations...
Identity Attack0.023595277
Insult0.013858915
Profanity0.010894509
Threat0.0062137907
Severe Toxicity0.0011873245
Low Tox 0.03969839 Constructive 0.558 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Pajeet everywhere.
Pajeet everywhere.
Identity Attack0.006622616
Insult0.023866551
Profanity0.041661996
Threat0.008052089
Severe Toxicity0.0027656555
Low Tox 0.037105743 Low Con 0.216 Identity_Assertion
Feb 9, 2026 4 likes Inside Canada's Indian Invasion...
, but they now everywhere.., even they got to Moscow..😂..
, but they now everywhere.., even they got to Moscow..😂..
Identity Attack0.014048826
Insult0.013592913
Profanity0.016616182
Threat0.0076119336
Severe Toxicity0.0017166138
Low Tox 0.037105743 Low Con 0.225
Jan 27, 2026 Inside Canada's Indian Invasion...
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
They are all now working everywhere go to dollarama tim hortons poppoye no frills selling offering credit cards domino pizza concierge and also inside pearson airport
Identity Attack0.0027563404
Insult0.019741343
Profanity0.012346277
Threat0.005971058
Severe Toxicity0.0010299683
Low Tox 0.036870047 Constructive 0.542 Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Everybody know why , they working for gov. and don't know why and where they are? They are everywhere! From coffee shop to truck drivers…
Everybody know why , they working for gov. and don't know why and where they are? They are everywhere! From coffee shop to truck drivers…
Identity Attack0.0028673338
Insult0.019225692
Profanity0.010706633
Threat0.005854546
Severe Toxicity0.00074386597
Low Tox 0.035220183 Moderate Con 0.308 Unverified_Claim
Sep 30, 2025 1 likes IRCC Names India in Study …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, …
*They are everywhere thanks to the easy access to U.S. and Canada, it will be late when those countries try to fix that!* *They come with all benefits to work the next day they arrive, Kerala, the State where most of them come to American Continent!*
Identity Attack0.017967897
Insult0.011996903
Profanity0.012892825
Threat0.0066798385
Severe Toxicity0.0013923645
Low Tox 0.034513097 Moderate Con 0.367 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
I live in canada, ITS NOT JUST BRAMPTON ITS THE WHOLE COUNTRY, CITIES SMALL TOWNS SUBURBS EVERYWHERE
Identity Attack0.01374736
Insult0.01302291
Profanity0.013780965
Threat0.006543908
Severe Toxicity0.0016593933
Low Tox 0.03357032 Moderate Con 0.393 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...

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.