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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

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

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Active: "What about the other 5 …" 438 comments · Page 13 of 18
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to …
5:50 I agree, I'm thankful the government is starting to revoke / cancel visas to try to get a handle on things. This goes beyond just Indian people. It's for all people that immigrate to our country. I agree, I think if people come to my country, they need to assimilate. Learn our languages, understand our culture and integrate. I feel that they need to create another sector to follow up on visas, check in on people, monitor. I also feel the banks need to monitor the amount of money people are sending back home, I understand some money. But not everything.
Identity Attack0.08749158
Insult0.024640027
Profanity0.029596692
Threat0.00948907
Severe Toxicity0.0037956238
Low Tox 0.103060275 Constructive 0.852 Policy_Critique
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
5:00 what's so funny 😠
5:00 what's so funny 😠
Identity Attack0.00776955
Insult0.020256994
Profanity0.054437835
Threat0.010705971
Severe Toxicity0.0059127808
Low Tox 0.102626406 Low Con 0.295 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also …
Way too many and jobs Canadians need are being taken. Homeless shelters at capacity . healthcare crashing. Canada already crashing financially and they continue to bring 3rd world into a country needing to breathe. Also 'Secret RCMP report warns Canadians may revolt once they realize how broke they are within 5 years' This report came out in 2024.
Identity Attack0.050671257
Insult0.032799274
Profanity0.011782649
Threat0.00823333
Severe Toxicity0.0025939941
Low Tox 0.102192536 Constructive 0.531 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
They are overpopulating my area too. When I walk around my Costco, there have been times where there are Indians in every single direction I look, as far as I can see. I'm not even …
They are overpopulating my area too. When I walk around my Costco, there have been times where there are Indians in every single direction I look, as far as I can see. I'm not even exaggerating. If I forgot where I was, I would think I was in India. There are so many Indian restaurants around me. The area I live in is actually a nice newly built area (over the past 5 years.) It wasn't like this when I first moved to this area.
Identity Attack0.10221587
Insult0.02212623
Profanity0.027137227
Threat0.0076119336
Severe Toxicity0.0031852722
Low Tox 0.10175867 Constructive 0.658 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
5:26 This Guy Is 🤣
5:26 This Guy Is 🤣
Identity Attack0.008139528
Insult0.031807642
Profanity0.052934792
Threat0.009126588
Severe Toxicity0.004348755
Low Tox 0.10045706 Low Con 0.23 Humor_Satire
Feb 11, 2026 1 likes 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...
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to …
Grew up in Brampton from age 5-10, half a decade of being a kid in such an open suburb area. Many neighbourhoods now we're farmlands and empty lots. The Indian population was just starting to boom, as I thought would all other ethnicities. Regardless of the changes of demographics, Brampton is still such a beautiful city, just taken over by overpopulation at a fast pace. We do not complain, but as a Country we should consider the rate of growth as a positive but also has many negatives. Finding jobs in Brampton is nearly impossible as a young adult - and also looking for new homes with landlords that aren't of Indian descent is becoming a rare occurrence. Changes can be made to benefit both Canadians and Indians as we are known for accepting all cultures, that is what I love about Canada. It is a sight to see when you witness the Indian culture in Brampton, lets not take that away!
Identity Attack0.060220852
Insult0.03070583
Profanity0.021876704
Threat0.008867673
Severe Toxicity0.0033569336
Low Tox 0.09785384 Constructive 0.869 Personal_Narrative
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
its so funny at around 5:10 when it keeps switching from the bike guy to the cashier 🤣🤣
its so funny at around 5:10 when it keeps switching from the bike guy to the cashier 🤣🤣
Identity Attack0.00621564
Insult0.021675033
Profanity0.031140719
Threat0.00899713
Severe Toxicity0.003490448
Low Tox 0.09655223 Moderate Con 0.334 Meta_Commentary
Jan 28, 2026 7 likes Inside Canada's Indian Invasion...
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods …
I'm glad Tyler is more or less neutral in his findings. It's true, many Indian's have come to Canada and I'm sure many do wish for a better life. Canadians understand this, but the methods the government of Canada is doing to push the numbers too high and too quickly is what's surprising to many. It's the accountability of the government that should be under scrutiny. If immigration was moderate and consistent, the social issues would not be as rampant, but social media loves stir the pot. This is also happening while Canada's housing infrastructure is crumbling, healthcare is deteriorating and general cost of living in Canada has skyrocketed and priced many Canadians out of simple living and enjoyment. Do you think Canadians today are as happy or well off as Canadians even 5 years ago? Do the results reflect that of other countries besides Canada?
Identity Attack0.049989145
Insult0.032138187
Profanity0.017914234
Threat0.007145886
Severe Toxicity0.0020599365
Low Tox 0.09568449 Constructive 0.863 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
YOUR ALLOWED TO BRING RELATIVE I THINK.... SO THEY BRING 20... THEN HAVE 5 KIDS EACH AND SUDDENLY 100 FROM 1 PERSON ..
YOUR ALLOWED TO BRING RELATIVE I THINK.... SO THEY BRING 20... THEN HAVE 5 KIDS EACH AND SUDDENLY 100 FROM 1 PERSON ..
Identity Attack0.0073995716
Insult0.020643732
Profanity0.024062896
Threat0.009230154
Severe Toxicity0.0033950806
Low Tox 0.091913216 Moderate Con 0.32 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
Why is it that while watching this video I got like 5 adds in there language?😂
Why is it that while watching this video I got like 5 adds in there language?😂
Identity Attack0.010655383
Insult0.017872108
Profanity0.035649836
Threat0.010084574
Severe Toxicity0.0038719177
Low Tox 0.09033044 Moderate Con 0.374 Humor_Satire
Jan 28, 2026 5 likes Inside Canada's Indian Invasion...
5:00 this guy is a realist if I ever seen one 😂
5:00 this guy is a realist if I ever seen one 😂
Identity Attack0.011025362
Insult0.022964163
Profanity0.03489832
Threat0.010058682
Severe Toxicity0.0039100647
Low Tox 0.08637348 Low Con 0.266
Jan 27, 2026 58 likes Inside Canada's Indian Invasion...
5:32 this dude is definitely more than the next guy
5:32 this dude is definitely more than the next guy
Identity Attack0.013244915
Insult0.02264188
Profanity0.031140719
Threat0.01254427
Severe Toxicity0.004386902
Low Tox 0.083999306 Low Con 0.231 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Another 5 million is where we need to be
Another 5 million is where we need to be
Identity Attack0.027614836
Insult0.017292
Profanity0.015898837
Threat0.013165667
Severe Toxicity0.004463196
Low Tox 0.08320791 Low Con 0.231 Policy_Critique
Dec 24, 2025 4 likes Deportations From Canada at Their …
5:20 bro didnt hesitate
5:20 bro didnt hesitate
Identity Attack0.008916483
Insult0.017088935
Profanity0.037904397
Threat0.013010317
Severe Toxicity0.0052261353
Low Tox 0.08320791 Moderate Con 0.305 Meta_Commentary
Feb 5, 2026 Inside Canada's Indian Invasion...
Lady at 5:00 speaking factsss!!! they are taking away our identity!
Lady at 5:00 speaking factsss!!! they are taking away our identity!
Identity Attack0.006178642
Insult0.025155678
Profanity0.015830519
Threat0.007961469
Severe Toxicity0.0018596649
Low Tox 0.08241652 Moderate Con 0.46 Identity_Assertion
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Ill-concived & ill-planned policies always backfire. Canada must freeze all types of immigration, at least, for next 5 years & bring the house in order. Otherwise, housing, health-care, education & infrastructure will be exhausted & …
Ill-concived & ill-planned policies always backfire. Canada must freeze all types of immigration, at least, for next 5 years & bring the house in order. Otherwise, housing, health-care, education & infrastructure will be exhausted & eventually collapsed.
Identity Attack0.017867407
Insult0.028832749
Profanity0.011355659
Threat0.008285114
Severe Toxicity0.001745224
Low Tox 0.08083374 Moderate Con 0.376
Dec 25, 2025 Deportations From Canada at Their …
5:48 this guy is honestly intelligent
5:48 this guy is honestly intelligent
Identity Attack0.013646871
Insult0.023608726
Profanity0.034397304
Threat0.010809537
Severe Toxicity0.0047302246
Low Tox 0.08004235 Low Con 0.283 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
5 minutes from this area lol
5 minutes from this area lol
Identity Attack0.0063266335
Insult0.020256994
Profanity0.033144772
Threat0.0097738765
Severe Toxicity0.0032615662
Low Tox 0.079250954 Moderate Con 0.349 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. …
You are too good Canadian in my eyes. I am 33 years old and I still can't get a job after 5 years. I love all people regardless of the hatred they have against us. I just hope that someday we can all live in harmony and equality. I don't know what my future holds I may be living in a ditch. Companies misuse the immigration program for Fortune workers therefore leaving us Canadians without jobs not just the young but also people in their twenties and their thirties and their 40s. True for those immigrants who speak up for us in such a kind-hearted way thank you
Identity Attack0.032753747
Insult0.029604018
Profanity0.015420608
Threat0.0071588317
Severe Toxicity0.0018596649
Low Tox 0.07845957 Constructive 0.81
Nov 18, 2025 1 likes Why Canadians Are Turning Against …
Crash in Brampton just a few hours ago with 5 injured
Crash in Brampton just a few hours ago with 5 injured
Identity Attack0.0074365693
Insult0.013820915
Profanity0.02167175
Threat0.044278983
Severe Toxicity0.003452301
Low Tox 0.075294 Moderate Con 0.347 Unverified_Claim
Jan 28, 2026 43 likes Inside Canada's Indian Invasion...
5:42 hahahahahahahahaha
5:42 hahahahahahahahaha
Identity Attack0.008102531
Insult0.01617693
Profanity0.038655918
Threat0.011068452
Severe Toxicity0.0059127808
Low Tox 0.07450261 Low Con 0.258 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
This will be the whole of Europe in 5 years. The EU just signed a free trade agreement with india which also includes allowing millions of Indians to study in the EU. We all know …
This will be the whole of Europe in 5 years. The EU just signed a free trade agreement with india which also includes allowing millions of Indians to study in the EU. We all know once they land in the EU, they'll never leave
Identity Attack0.055218685
Insult0.015872927
Profanity0.020851927
Threat0.008362788
Severe Toxicity0.0023174286
Low Tox 0.07371122 Moderate Con 0.386 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
5:30 🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣
5:30 🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣🤣
Identity Attack0.0042732526
Insult0.01648093
Profanity0.04742365
Threat0.008440462
Severe Toxicity0.0065612793
Low Tox 0.07371122 Moderate Con 0.343 Meta_Commentary
Feb 16, 2026 Inside Canada's Indian Invasion...
18000 that's it your wired backwards needs to be atleast 5 million
18000 that's it your wired backwards needs to be atleast 5 million
Identity Attack0.00621564
Insult0.023608726
Profanity0.02208166
Threat0.010058682
Severe Toxicity0.002632141
Low Tox 0.07291982 Low Con 0.278 Policy_Critique
Dec 27, 2025 Deportations From Canada at Their …

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.