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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: "a week from now you …" 118 comments · Page 5 of 5
well they are from specific region like weeks ago you projected a village as a whole country.
well they are from specific region like weeks ago you projected a village as a whole country.
Identity Attack0.0066596144
Insult0.00983089
Profanity0.011816809
Threat0.0065633263
Severe Toxicity0.00091552734
Low Tox 0.020231359 Low Con 0.206 Unverified_Claim
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
In Singapore this will be solved I. 1 weeks or less
In Singapore this will be solved I. 1 weeks or less
Identity Attack0.0057346676
Insult0.00817788
Profanity0.013576009
Threat0.009359611
Severe Toxicity0.0014019012
Low Tox 0.019226074 Low Con 0.281 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased …
I thought it was interesting how you point out Trudeau's policy changes, but don't point out the prior PM(Harper) removing the 6 week vetting period on TFW's and other anti-labour moves that also vastly increased immigration. Despite the government not properly integrating people or providing services for our own countrymen, this immigration has also staved off demographic collapse by several decades.
Identity Attack0.005512681
Insult0.010172892
Profanity0.009195087
Threat0.006003422
Severe Toxicity0.0005841255
Low Tox 0.01646154 Constructive 0.781
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working …
One student was complaining because she was inly allowed by the Gov’t to work 3 days? I’ m even wondering, why complain while they were given the privilege to work while study - even working 5 days a week
Identity Attack0.0023401144
Insult0.009184887
Profanity0.010040528
Threat0.005945166
Severe Toxicity0.0005030632
Low Tox 0.01438814 Moderate Con 0.49 Policy_Critique
Nov 1, 2025 IRCC Names India in Study …
Thank you Lord Jesus for the gift of life and blessings to me and my family $14,120.47 weekly profit Our lord Jesus have lifted up my Life!!!🙏❤️❤️
Thank you Lord Jesus for the gift of life and blessings to me and my family $14,120.47 weekly profit Our lord Jesus have lifted up my Life!!!🙏❤️❤️
Identity Attack0.0045692353
Insult0.0073988754
Profanity0.012892825
Threat0.0069516995
Severe Toxicity0.0014019012
Low Tox 0.01426248 Constructive 0.53 Advertisement_Spam
Sep 30, 2025 27 likes IRCC Names India in Study …
All student working under agency provide them cash working 50 hours in week .no track where is money coming from in their bank. Canada is best place when student apply for student visa. They show …
All student working under agency provide them cash working 50 hours in week .no track where is money coming from in their bank. Canada is best place when student apply for student visa. They show we have more then enough funds to survive. And then all student working 20 hours or more. What is this
Identity Attack0.0040142676
Insult0.009317887
Profanity0.009716015
Threat0.0057056695
Severe Toxicity0.0005078316
Low Tox 0.013948329 Constructive 0.615
Oct 13, 2025 IRCC Names India in Study …
400 a week isn't anywhere close enough. Should be 10x that.
400 a week isn't anywhere close enough. Should be 10x that.
Identity Attack0.0018036455
Insult0.006952373
Profanity0.011526455
Threat0.0071199946
Severe Toxicity0.0007677078
Low Tox 0.0103670005 Low Con 0.247 Economic_Argument
Dec 25, 2025 1 likes Deportations From Canada at Their …
Totally agree Michelle. My husband had to wait for open heart surgery for 2 weeks.
Totally agree Michelle. My husband had to wait for open heart surgery for 2 weeks.
Identity Attack0.0018498929
Insult0.006714871
Profanity0.00952814
Threat0.0063497215
Severe Toxicity0.0005531311
Low Tox 0.009236055 Constructive 0.707 Personal_Narrative
Feb 24, 2026 3 likes 'We do know that there's …
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
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love …
7:00 I checked a tax calculator for Canada, $2710 is not a valid number for $21/hour for 40 hours a week anywhere in the country. The closest I got was $2708. Also, I would love to see a bill breakdown. "$9 for insurance" That is a bill... "I work 8 and a half hours a day" So... That means you work 42 hours a week.
Identity Attack0.0019146391
Insult0.006999873
Profanity0.010604155
Threat0.005971058
Severe Toxicity0.00053167343
Low Tox 0.008482091 Constructive 0.708 Policy_Critique
Sep 8, 2025 1 likes Why Canadians Are Turning Against …
I’m heading down to Canada from New Jersey this week for a concert, Canada don’t be rude to me.
I’m heading down to Canada from New Jersey this week for a concert, Canada don’t be rude to me.
Identity Attack0.00055184105
Insult0.0027677892
Profanity0.000047045385
Threat0.000068257665
Severe Toxicity0.0000017084693
Low Tox 0.006529561
Dec 8, 2025 2 likes
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian …
I have no problem I’m usually going for A weeks vacation a back home. Just straight forward with your intentions on ur reason of travel. I don’t think I’ll Have a hard time im Canadian an not an immigrant of other foreign country our immigrated to other places
Identity Attack0.0007319175
Insult0.0004995934
Profanity0.000022571734
Threat0.00007728063
Severe Toxicity0.0000025561992
Low Tox 0.002071151
Dec 8, 2025 1 likes
More Carney Blarney, liberal shills. Crossed the border last week. Asked me two questions. Said have a great time.
More Carney Blarney, liberal shills. Crossed the border last week. Asked me two questions. Said have a great time.
Identity Attack0.00008700485
Insult0.00076280336
Profanity0.0000360775
Threat0.000028650556
Severe Toxicity0.0000017048169
Low Tox 0.0013568178 Personal_Narrative
Jan 19, 2026 1 likes
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care …
I remember going into Canada to attend a 16 week log building class. They tore apart my truck and trailer outside and when nothing illegal was found said have a nice time. I could care less what difficulties canuks have getting into the USA.
Identity Attack0.00025209007
Insult0.00037682502
Profanity0.00003760204
Threat0.00006585158
Severe Toxicity0.0000024011076
Low Tox 0.0012392753
Dec 8, 2025 1 likes
Anytime I go it's for a couple weeks max, so no big deal. Trump isn't requiring anything that wasn't required for any other country visiting for more than 30 days or more.
Anytime I go it's for a couple weeks max, so no big deal. Trump isn't requiring anything that wasn't required for any other country visiting for more than 30 days or more.
Identity Attack0.00006602047
Insult0.00037631864
Profanity0.00002430585
Threat0.000021382153
Severe Toxicity0.0000019071622
Low Tox 0.00076238293
Dec 8, 2025 10 likes
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
I'm across twice a week, never an issue. But understandable that the Americans would increase security since the Canadian Liberal government let anyone into Canada.
Identity Attack0.00011800841
Insult0.0001926306
Profanity0.00002129382
Threat0.000029325547
Severe Toxicity0.0000021946837
Low Tox 0.0005632492
Dec 7, 2025 22 likes
Enough I’m over weekly. No issue
Enough I’m over weekly. No issue
Identity Attack0.000050467923
Insult0.0001550242
Profanity0.00003741493
Threat0.000036003883
Severe Toxicity0.000002501936
Low Tox 0.0004285815
Dec 8, 2025
They are not international students , they only attend schools one hour per week, and the rest of the week work for Tim Horton, Walmart, and so on for 6$ per hour .
They are not international students , they only attend schools one hour per week, and the rest of the week work for Tim Horton, Walmart, and so on for 6$ per hour .
Identity Attack0.000067604684
Insult0.00016517218
Profanity0.00001567836
Threat0.000021490952
Severe Toxicity0.000002359121
Low Tox 0.00038852677 Unverified_Claim
Apr 19, 2025 7 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.