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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: "You should come to the …" 1,829 comments · Page 73 of 74
Thanks for coming to Canada bro
Thanks for coming to Canada bro
Identity Attack0.0051427023
Insult0.007341875
Profanity0.011475217
Threat0.00675104
Severe Toxicity0.000910759
Low Tox 0.010681152 Moderate Con 0.458 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Usually there's one person that owns a lot of businesses and sponsors like 30 of them to come work at gas stations, liquor stores, and corner markets.
Usually there's one person that owns a lot of businesses and sponsors like 30 of them to come work at gas stations, liquor stores, and corner markets.
Identity Attack0.0017388993
Insult0.007892879
Profanity0.010296722
Threat0.0063885585
Severe Toxicity0.0005674362
Low Tox 0.010618322 Moderate Con 0.425 Unverified_Claim
Dec 15, 2025 1 likes Why Canadians Are Turning Against …
So where is the money coming from ?
So where is the money coming from ?
Identity Attack0.0016371552
Insult0.0075698765
Profanity0.010638315
Threat0.0060908063
Severe Toxicity0.00059366226
Low Tox 0.010492661 Low Con 0.208
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
THANK YOU FOR COMING TO CANADA!
THANK YOU FOR COMING TO CANADA!
Identity Attack0.0042177555
Insult0.006885872
Profanity0.010996987
Threat0.0066927844
Severe Toxicity0.00094890594
Low Tox 0.008733413 Moderate Con 0.389 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
The Americans don’t GAF if Canadians come or not. Just spent a week in Hawaii and the place was packed.
The Americans don’t GAF if Canadians come or not. Just spent a week in Hawaii and the place was packed.
Identity Attack0.012475023
Insult0.0007245657
Profanity0.000054846572
Threat0.00021019169
Severe Toxicity0.0000040515324
Low Tox 0.0086519085
Dec 10, 2025
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Just wait until the Canadian government does that to its own citizens with digital id you wont be going anywhere...coming to you real soon
Identity Attack0.00040218167
Insult0.004375003
Profanity0.00004523413
Threat0.000088473935
Severe Toxicity0.0000022009067
Low Tox 0.0079260245 Fear_Threat
Dec 11, 2025
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the next 25 years, going from 30 to 40 million ppl. so essentially it's not just population increase which only accelerated a bit, but it's the fact they didn't expand their economic market size to accomodate and reflect the needs that come with this increase.
Identity Attack0.0021551251
Insult0.0069143726
Profanity0.0092292465
Threat0.005854546
Severe Toxicity0.00044345856
Low Tox 0.006942749 Moderate Con 0.458
Jun 24, 2025 1 likes How Canada broke its immigration …
Stop allowing foreign students to come in the back door thru universities .
Stop allowing foreign students to come in the back door thru universities .
Identity Attack0.0019720504
Insult0.0008554962
Profanity0.00002580362
Threat0.00020324628
Severe Toxicity0.0000030421388
Low Tox 0.004656655 Policy_Critique
Apr 19, 2025
Canadians need to understand that these regulations also apply to foreigners coming to Canada.
Canadians need to understand that these regulations also apply to foreigners coming to Canada.
Identity Attack0.0026705156
Insult0.0004082799
Profanity0.00002867319
Threat0.000085169915
Severe Toxicity0.0000033612018
Low Tox 0.0026279856
Dec 10, 2025
Just don’t come here. It’s simple
Just don’t come here. It’s simple
Identity Attack0.00022318918
Insult0.0007421481
Profanity0.000045633515
Threat0.00006650335
Severe Toxicity0.00000246463
Low Tox 0.0017792728 Identity_Assertion
Dec 9, 2025
The point is that Canadians think they are Americans, getting upset when border officers question them about what they are coming to do here.
The point is that Canadians think they are Americans, getting upset when border officers question them about what they are coming to do here.
Identity Attack0.0009778691
Insult0.00033034416
Profanity0.000029983965
Threat0.00006138093
Severe Toxicity0.0000028538004
Low Tox 0.0016736765
Dec 9, 2025 1 likes
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't …
I have nothing again immigrants but a lot that comes in Canada to gain money but send most of the money to their family in there country so it's not benefits to Canada or don't work and profit from the money give from government about time Canada put is pants
Identity Attack0.0009662133
Insult0.0003654069
Profanity0.000018763858
Threat0.000044705364
Severe Toxicity0.000002284261
Low Tox 0.0016209123 Economic_Argument
Apr 19, 2025 1 likes
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war …
American here and we really don't care if you come to visit. We don't care if you buy our products or not. In fact, I would guess most Americans don't even know the tariff war we have going on with your country. We are 12x your size and you folks really need to wake up and realize that.
Identity Attack0.0001824266
Insult0.0005665862
Profanity0.000031188018
Threat0.000038105616
Severe Toxicity0.0000020557559
Low Tox 0.001267438 Identity_Assertion
Dec 7, 2025 12 likes
We are very happy that your not coming.
We are very happy that your not coming.
Identity Attack0.0000991777
Insult0.0005746271
Profanity0.00002765208
Threat0.000037198588
Severe Toxicity0.0000019173144
Low Tox 0.0010843219 Identity_Assertion
Dec 10, 2025
Dont pay huge amount of money to come here as a student. You will regret.
Dont pay huge amount of money to come here as a student. You will regret.
Identity Attack0.00009592526
Insult0.00031887632
Profanity0.000018985307
Threat0.000066387904
Severe Toxicity0.0000020772134
Low Tox 0.00092874985 Personal_Narrative
Apr 16, 2025 23 likes
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work …
Good, there are too many from India and China here. Recently, I have seen some Chinese leaving from my own neighbour. This is a good thing, they come over here, don't speak English, don't work and use our resources that we have paid for all of our working lives. Our local college which used to pay for English lessons for Newcomers to Canada has now cancelled the program.
Identity Attack0.0010168551
Insult0.00017304033
Profanity0.00003081157
Threat0.00005803413
Severe Toxicity0.0000042457577
Low Tox 0.0007665064
Apr 17, 2025 2 likes
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
And take their kids with them. That why they come here I believe. So sad. Have baby in Canada baby a Canadian citizen, this should not be, parents leave all kids go with them
Identity Attack0.0001268618
Insult0.0002289029
Profanity0.00002218595
Threat0.0000871751
Severe Toxicity0.000002496202
Low Tox 0.0007544657
Apr 17, 2025 8 likes
Like when someone who you don’t like tells you you can’t come over…. That’s alright!
Like when someone who you don’t like tells you you can’t come over…. That’s alright!
Identity Attack0.00012448018
Insult0.00026232935
Profanity0.00002195058
Threat0.000042586627
Severe Toxicity0.000002143899
Low Tox 0.0007193561
Dec 7, 2025 118 likes
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
This is long overdue. We have no idea who is coming across the border. When you guys become the 51st State, life will be easy for you. It is just a matter of time.
Identity Attack0.000047982103
Insult0.00018946108
Profanity0.000033756438
Threat0.000051154275
Severe Toxicity0.0000036213887
Low Tox 0.00050764723
Dec 8, 2025
No problem. Not coming.
No problem. Not coming.
Identity Attack0.000070460854
Insult0.00017169035
Profanity0.00001995123
Threat0.000028906557
Severe Toxicity0.0000020109633
Low Tox 0.0004909011
Dec 9, 2025
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes …
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes enough security steps before getting influx. It is not the country where from you come, it is who is coming. And, if one has clean records, what should one worry?
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes
STUDENTS AND FOREIGN WORKERS DO NOT EVEN TRY TO COME TO AMERICA! THIS WILL NOT WE WISE AT ALL!
STUDENTS AND FOREIGN WORKERS DO NOT EVEN TRY TO COME TO AMERICA! THIS WILL NOT WE WISE AT ALL!
Identity Attack0.00012846552
Insult0.00012721469
Profanity0.00001686141
Threat0.000029520783
Severe Toxicity0.0000027160195
Low Tox 0.0003856998 Call_To_Action
Apr 15, 2025 2 likes
1:47 There's no employment for people in Canada or coming to Canada. Everything seams to be shutting down. The dollar exchange value make's it more expensive for items to buy.
1:47 There's no employment for people in Canada or coming to Canada. Everything seams to be shutting down. The dollar exchange value make's it more expensive for items to buy.
Identity Attack0.000055455548
Insult0.00013564127
Profanity0.000018634464
Threat0.000021238433
Severe Toxicity0.0000025885317
Low Tox 0.0003046435 Economic_Argument
Apr 15, 2025 17 likes
Yeah - cancel them all, 2022 onwards!!! Charity begins at home. Let's fix our problems here first, they can come another day.
Yeah - cancel them all, 2022 onwards!!! Charity begins at home. Let's fix our problems here first, they can come another day.
Identity Attack0.00005478228
Insult0.00011661281
Profanity0.000018180668
Threat0.00003076383
Severe Toxicity0.0000028672603
Low Tox 0.00029644254 Policy_Critique
Apr 14, 2025 39 likes

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.