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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 #}

Comment Explorer

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30,738 comments · Page 823 of 1230
Make this video big in Japan
Make this video big in Japan
Identity Attack0.042550452
Insult0.017088935
Profanity0.051431753
Threat0.024235269
Severe Toxicity0.007133484
Low Tox 0.09872158 Moderate Con 0.335 Advertisement_Spam
Jan 27, 2026 Inside Canada's Indian Invasion...
Last time I was in Brampton a youth Indian girl and her grandpa jumped into the back seat my car wanting a ride to a store. I felt like i was in some kind of …
Last time I was in Brampton a youth Indian girl and her grandpa jumped into the back seat my car wanting a ride to a store. I felt like i was in some kind of Bollywood movie. 😅 and no I'm definitely not a taxi driver.
Identity Attack0.061130337
Insult0.025542418
Profanity0.034146797
Threat0.0091524795
Severe Toxicity0.00333786
Low Tox 0.09872158 Constructive 0.657 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
There's one working in my office lol. 6 years in Canada, not a PR, not a citizen, nothing...
There's one working in my office lol. 6 years in Canada, not a PR, not a citizen, nothing...
Identity Attack0.039456755
Insult0.030595649
Profanity0.018324144
Threat0.0062979385
Severe Toxicity0.0025177002
Low Tox 0.09872158 Constructive 0.502 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
Same in uk and they drive terribly slowly
Same in uk and they drive terribly slowly
Identity Attack0.033527173
Insult0.030595649
Profanity0.02385794
Threat0.008181547
Severe Toxicity0.0024986267
Low Tox 0.09872158 Moderate Con 0.399 Comparative_Framing
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
Canada?? I thought California was the new India... 🙃🫠
Canada?? I thought California was the new India... 🙃🫠
Identity Attack0.06613251
Insult0.028171662
Profanity0.017026093
Threat0.006815769
Severe Toxicity0.0028800964
Low Tox 0.09872158 Moderate Con 0.321 Humor_Satire
Feb 5, 2026 Inside Canada's Indian Invasion...
They all cone to Ontario anyways
They all cone to Ontario anyways
Identity Attack0.018872296
Insult0.035774168
Profanity0.028913507
Threat0.0082074385
Severe Toxicity0.002746582
Low Tox 0.09872158 Low Con 0.268 Unverified_Claim
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Youtube advert was for a vacation to India 😂.
Youtube advert was for a vacation to India 😂.
Identity Attack0.047448806
Insult0.021675033
Profanity0.027820412
Threat0.00789674
Severe Toxicity0.003604889
Low Tox 0.09872158 Low Con 0.234
Jan 27, 2026 Inside Canada's Indian Invasion...
When we entered this country legally, Canada took our fingerprints with full biometric data. So, what's the point? WES to verify our study certificates, but who is actually working? We paid thousands of dollars to …
When we entered this country legally, Canada took our fingerprints with full biometric data. So, what's the point? WES to verify our study certificates, but who is actually working? We paid thousands of dollars to Canada 🇨🇦 for this, yet you still can't track fraud and let them in, and now you're just finding them 😅 g8.
Identity Attack0.02128403
Insult0.036809623
Profanity0.015693882
Threat0.006207318
Severe Toxicity0.0017356873
Low Tox 0.09872158 Constructive 0.563
Sep 30, 2025 IRCC Names India in Study …
Common sense was replaced by greed... as mark millar said. "International students were lucrative "
Common sense was replaced by greed... as mark millar said. "International students were lucrative "
Identity Attack0.007806548
Insult0.045593183
Profanity0.012585391
Threat0.0060131317
Severe Toxicity0.0011491776
Low Tox 0.09872158 Moderate Con 0.425 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Im tired of them 😪
Im tired of them 😪
Identity Attack0.0068446035
Insult0.024382202
Profanity0.03189224
Threat0.012181788
Severe Toxicity0.0032234192
Low Tox 0.09872158 Moderate Con 0.371 Fear_Threat
Feb 10, 2026 Inside Canada's Indian Invasion...
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just …
You should come to Portland OR and Vancouver WA, Seattle area too - compare and contrast these communities to the Russians that moved here in the 90s. Still only one generation, but very assimilated, just with old foods and some customs of the old land. Like Germans, Scandinavians, English, Scottish, Polish, Italians, French immigrants. 2nd gen is already thoroughly Americanized. By 3rd generation, impossible to tell the difference. We do tend to be much more conservative, very Protestant actually in the PNW. Ilya Malinin, a memeber of our US figure skating team, is ethnically Russian. Looks like a Russian, but Russians look very American generally. Many such cases. And then the Mexis, Somalis, Indians... Even the fresh Ukrainians are a little uh... but I think at least the Ukies will adapt quickly
Identity Attack0.06249457
Insult0.030044744
Profanity0.016616182
Threat0.0069646453
Severe Toxicity0.0025177002
Low Tox 0.09872158 Constructive 0.79 Comparative_Framing
Feb 25, 2026 Inside Canada's Indian Invasion...
20:25 Looks like Escape The Backrooms 😂
20:25 Looks like Escape The Backrooms 😂
Identity Attack0.0063266335
Insult0.018323302
Profanity0.03339528
Threat0.011612174
Severe Toxicity0.003929138
Low Tox 0.09872158 Low Con 0.247
Jan 27, 2026 Inside Canada's Indian Invasion...
More Immigrants have to come... Canada have plenty of land.
More Immigrants have to come... Canada have plenty of land.
Identity Attack0.06704199
Insult0.020708188
Profanity0.011065305
Threat0.007689608
Severe Toxicity0.0024795532
Low Tox 0.09872158 Low Con 0.28 Solidarity
Jan 19, 2026 Why Canada’s immigration system has …
They don't value the canadian way its time canadians wake up and get some of them shipped out but they use studying for there way in
They don't value the canadian way its time canadians wake up and get some of them shipped out but they use studying for there way in
Identity Attack0.062039822
Insult0.028722567
Profanity0.013473531
Threat0.007586042
Severe Toxicity0.0024414062
Low Tox 0.09872158 Low Con 0.246
Aug 26, 2025 Why Canadians Are Turning Against …
Deport any one that does not obey Canadian law and want to change or bend the Canadian laws.
Deport any one that does not obey Canadian law and want to change or bend the Canadian laws.
Identity Attack0.030433474
Insult0.019870255
Profanity0.012073003
Threat0.034422375
Severe Toxicity0.0025939941
Low Tox 0.09872158 Low Con 0.196
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Bs
Bs
Identity Attack0.0050687063
Insult0.028502205
Profanity0.12903778
Threat0.0074824756
Severe Toxicity0.005569458
Low Tox 0.09872158 Moderate Con 0.433
Sep 24, 2018 How much do refugees and …
Indian food gives you the runs
Indian food gives you the runs
Identity Attack0.05976611
Insult0.021546122
Profanity0.037403382
Threat0.00967031
Severe Toxicity0.0038909912
Low Tox 0.09828771 Moderate Con 0.318 Humor_Satire
Feb 11, 2026 Inside Canada's Indian Invasion...
8:17 that' guy was honest 😂
8:17 that' guy was honest 😂
Identity Attack0.010433395
Insult0.02425329
Profanity0.044167064
Threat0.010058682
Severe Toxicity0.004386902
Low Tox 0.09828771 Moderate Con 0.346 Meta_Commentary
Feb 14, 2026 Inside Canada's Indian Invasion...
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic …
Broad Ethnic Groups (2021 Census) This classification focuses on larger panethnic groups. White: 72.9% Asian: 17.7% Indigenous: 5.2% Black: 3.5% Latin American: 1.5% Canada hasn't changed all that much, and certain cities having one ethnic group that is not even new. Little Italy? Cabbage Town? China Town(s), Ukrainian and Finnish areas in western Canada? Asians in Vancouver. This time, it's the Indians, but Brampton has been changing for years into Brown Town. Years!
Identity Attack0.099072486
Insult0.019419061
Profanity0.011765569
Threat0.0067057298
Severe Toxicity0.0020980835
Low Tox 0.09828771 Constructive 0.561 Comparative_Framing
Sep 28, 2025 Inside Canada's Indian Metropolis (Brampton)
100% Indian sikhs in Indian oppose the idea of Khalistan, especially as bigger Pakistani Punjab is not covered.
100% Indian sikhs in Indian oppose the idea of Khalistan, especially as bigger Pakistani Punjab is not covered.
Identity Attack0.10221587
Insult0.026831545
Profanity0.026044132
Threat0.009851551
Severe Toxicity0.004043579
Low Tox 0.09828771 Moderate Con 0.383 Identity_Assertion
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Canada's immigration system has lowered the bar big time. What happened to their mandate after '67 that was supposed to be focused on permitting entry to only skilled immigrants? Now, they're letting any immigrant with …
Canada's immigration system has lowered the bar big time. What happened to their mandate after '67 that was supposed to be focused on permitting entry to only skilled immigrants? Now, they're letting any immigrant with a pulse come in. As a result, rents and housing prices have skyrocketed, and now the average Canadian can no longer afford to buy a home. Of course, it doesn't help that the government got out of the homebuilding business decades ago; big mistake. Our government has done this country a huge disservice.
Identity Attack0.041003603
Insult0.03412145
Profanity0.015113175
Threat0.0069646453
Severe Toxicity0.002374649
Low Tox 0.09828771 Constructive 0.572 Policy_Critique
Jun 20, 2025 9 likes How Canada broke its immigration …
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
You should have gone to a Tim Hortons in a small rural town to count the Indians working there. You’d find the same results as Brampton
Identity Attack0.07094744
Insult0.023221988
Profanity0.016616182
Threat0.007793174
Severe Toxicity0.002746582
Low Tox 0.09828771 Low Con 0.294 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Ontario you voted for the Liberals, you deserve it.
Ontario you voted for the Liberals, you deserve it.
Identity Attack0.02138452
Insult0.028171662
Profanity0.014395831
Threat0.021300001
Severe Toxicity0.0039482117
Low Tox 0.09828771 Moderate Con 0.379 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
HOLY BIKE DUDE IS BASEDDD
HOLY BIKE DUDE IS BASEDDD
Identity Attack0.0076585566
Insult0.026831545
Profanity0.049928714
Threat0.0097738765
Severe Toxicity0.0049209595
Low Tox 0.09828771 Low Con 0.265 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. …
Local shop I used to work in has been bought up by them a few years ago...I noticed they hire a new guy from Chennai every few months and then previous worker moves to london. They're using the shop to get their mates into the country by giving them jobs until they can claim residency. Been about 5 new guys come and go. Before them the shop gave me and others from my small town an income and we were all great friends. It's a shame.
Identity Attack0.015254694
Insult0.039444692
Profanity0.013610168
Threat0.0061425893
Severe Toxicity0.0012969971
Low Tox 0.09828771 Constructive 0.76 Personal_Narrative
Jan 27, 2026 1 likes 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.