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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.

Search & Filter

Search comment text, filter by category or toxicity level
Active: "Thank you for all you …" 962 comments · Page 20 of 39
Good thing I know Buddy on the bike. Dude is about to lose his job. Thank God for the internet.
Good thing I know Buddy on the bike. Dude is about to lose his job. Thank God for the internet.
Identity Attack0.005956655
Insult0.020063626
Profanity0.015318131
Threat0.0079873605
Severe Toxicity0.0014305115
Low Tox 0.05255287 Constructive 0.508
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Thanks. I learned something today. I just hope they call out bad behavior within their own communities for the betterment of all Canadians. That includes paying your taxes and hiring outsiders etc.
Identity Attack0.023193322
Insult0.021675033
Profanity0.009750174
Threat0.0067834044
Severe Toxicity0.0012016296
Low Tox 0.051810697 Constructive 0.672
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Thanks to this video I got 20/20 on my Citizenship Test.
Thanks to this video I got 20/20 on my Citizenship Test.
Identity Attack0.011321344
Insult0.013288911
Profanity0.023311393
Threat0.009592636
Severe Toxicity0.0030136108
Low Tox 0.051068526 Moderate Con 0.442
Aug 21, 2025 15 likes Canadian Citizenship Test 2025 – …
Thank a liberal/ NDP for immigration.
Thank a liberal/ NDP for immigration.
Identity Attack0.02238941
Insult0.019741343
Profanity0.011475217
Threat0.0069646453
Severe Toxicity0.001783371
Low Tox 0.050821137 Moderate Con 0.316
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
Thank the Trudeau's. Father and son. And now Mark Carney and the rest of the Trudeau Liberal government. They will continue to allow immigrants who will continually vote for the Liberal government that pays their …
Thank the Trudeau's. Father and son. And now Mark Carney and the rest of the Trudeau Liberal government. They will continue to allow immigrants who will continually vote for the Liberal government that pays their way for their vote.
Identity Attack0.026609946
Insult0.019096779
Profanity0.009767254
Threat0.0063885585
Severe Toxicity0.0012874603
Low Tox 0.050821137 Moderate Con 0.353
Aug 26, 2025 Why Canadians Are Turning Against …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 …
The dynamics in this video are playing out in many places, however, we've never come across a city that has seen as much drastic change as Brampton: Its population has doubled from 400,000 to 800,000 in just the last 20 years. We tried to cover this topic, respecting both the long-time Brampton residents, many of whom are angry about the changes to their city, and the Indian community, which was extremely welcoming of us. Thank you all for watching. Also, we're on our way to the UK and are looking for story recs in England and Scotland.
Identity Attack0.024600167
Insult0.018258847
Profanity0.024951037
Threat0.010887212
Severe Toxicity0.0028800964
Low Tox 0.050326355 Constructive 0.796
Sep 18, 2025 774 likes Inside Canada's Indian Metropolis (Brampton)
This video helped me. I got 19 over 20. Thank you so much
This video helped me. I got 19 over 20. Thank you so much
Identity Attack0.011543332
Insult0.013820915
Profanity0.029050145
Threat0.01508414
Severe Toxicity0.004310608
Low Tox 0.049831573 Constructive 0.546
Dec 4, 2025 3 likes Canadian Citizenship Test 2025 – …
Why was this taken down and reposted again??!!! You ok? Did the Indian government come for you? As a Canadian in the GTA we thank you for making this masterpiece ❤
Why was this taken down and reposted again??!!! You ok? Did the Indian government come for you? As a Canadian in the GTA we thank you for making this masterpiece ❤
Identity Attack0.022590388
Insult0.018129934
Profanity0.015523086
Threat0.006848133
Severe Toxicity0.0017738342
Low Tox 0.049831573 Constructive 0.615 Meta_Commentary
Feb 3, 2026 12 likes Inside Canada's Indian Invasion...
Thank to this video I pass my citizenship test.
Thank to this video I pass my citizenship test.
Identity Attack0.010655383
Insult0.01302291
Profanity0.02167175
Threat0.009644418
Severe Toxicity0.002937317
Low Tox 0.049584184 Moderate Con 0.457 Personal_Narrative
Jan 6, 2026 1 likes Canadian Citizenship Test 2025 – …
I just passed my 17/20 this video was very very helpful thanks to who ever dropped this video 🙌🙌🙌
I just passed my 17/20 this video was very very helpful thanks to who ever dropped this video 🙌🙌🙌
Identity Attack0.00984143
Insult0.013934915
Profanity0.027273865
Threat0.012026439
Severe Toxicity0.0041007996
Low Tox 0.048594624 Constructive 0.552 Meta_Commentary
Jul 30, 2025 3 likes Canadian Citizenship Test 2025 – …
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
thank you for calling tim hortons, duhrka duhr duhr dukra dukrr3yehrewhuerw.
Identity Attack0.0027748393
Insult0.02122384
Profanity0.017094411
Threat0.007417747
Severe Toxicity0.0018501282
Low Tox 0.048099842 Moderate Con 0.345 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
thanks libs...
thanks libs...
Identity Attack0.010581387
Insult0.024511116
Profanity0.017094411
Threat0.0068028234
Severe Toxicity0.0016975403
Low Tox 0.04760506 Moderate Con 0.404
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
We are Global Indigenous people!! Love and Unity is the best key for us all together!!💯 Also Giving thanks to the Great Mother's/Goddesses and Great Father's/Gods and the Ancestors and Guardians!! Saying from Snefer aka …
We are Global Indigenous people!! Love and Unity is the best key for us all together!!💯  Also Giving thanks to the Great Mother's/Goddesses and Great Father's/Gods and the Ancestors and Guardians!! Saying from Snefer aka Bashiyr!!👸🏿🤴🏿
Identity Attack0.021987455
Insult0.013934915
Profanity0.025634222
Threat0.009592636
Severe Toxicity0.004234314
Low Tox 0.04686289 Constructive 0.595 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Thanks a lot for this video, I watched only this video 3 times and took my exam today, Got 20/20 🫶
Thanks a lot for this video, I watched only this video 3 times and took my exam today, Got 20/20 🫶
Identity Attack0.006955597
Insult0.012642908
Profanity0.03239325
Threat0.010913103
Severe Toxicity0.003414154
Low Tox 0.0466155 Constructive 0.565 Meta_Commentary
Jan 6, 2026 2 likes Canadian Citizenship Test 2025 – …
Great video! Just study this before the exam and you’ll definitely crack it. I just cleared mine with 18/20—big thanks to the creator! I watched the video 3–4 times at 2x speed
Great video! Just study this before the exam and you’ll definitely crack it. I just cleared mine with 18/20—big thanks to the creator! I watched the video 3–4 times at 2x speed
Identity Attack0.0066596144
Insult0.013668913
Profanity0.034397304
Threat0.012233571
Severe Toxicity0.0032997131
Low Tox 0.046368107 Constructive 0.586
Sep 25, 2025 3 likes Canadian Citizenship Test 2025 – …
I have scored 18 out of 20. 2 or 3 question was outside of this video. 1 that I can remeber was - The Canadian Coat of Arms symbolizes __ the answer suppose to be …
I have scored 18 out of 20. 2 or 3 question was outside of this video. 1 that I can remeber was - The Canadian Coat of Arms symbolizes __ the answer suppose to be - Canada's history, unity, and heritage, blending British, French, and distinctly Canadian symbols, with the maple leaf representing all Canadians and the shield quadrants showing England (lions), France (fleur-de-lis), Scotland (lion), and Ireland (harp). I got that one wrong. Anothe one included a true/false question with the names of poet (not the names mentioned in the video). I marked it as true but I guess it also went wrong. Thanks for this video @immigration Canada Anyone can pass the exam by just following this video.
Identity Attack0.014249804
Insult0.021288296
Profanity0.014942379
Threat0.007365964
Severe Toxicity0.0017356873
Low Tox 0.045873325 Constructive 0.727 Personal_Narrative
Jan 11, 2026 4 likes Canadian Citizenship Test 2025 – …
Thank you Michelle. If they are always checking.. why do they not have ansaers.
Thank you Michelle. If they are always checking.. why do they not have ansaers.
Identity Attack0.002830336
Insult0.022384055
Profanity0.0118680475
Threat0.006550381
Severe Toxicity0.0010204315
Low Tox 0.045131154 Moderate Con 0.423
Oct 17, 2025 IRCC Names India in Study …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams …
Tyler you need to look into Fremont California in the Bay Area. Fremont to San Jose then even out to Brentwood/oakley. Same exact thing happening here! I also want to see if there’s university scams as well and possibly day care centers too! Something is going on and no one has done any investigating yet. Please help!!! Thank you for all you do!
Identity Attack0.0035147965
Insult0.02373764
Profanity0.012995303
Threat0.0064597605
Severe Toxicity0.0010967255
Low Tox 0.044883765 Constructive 0.758 Call_To_Action
Jan 28, 2026 Inside Canada's Indian Invasion...
Thank you liberal government...not
Thank you liberal government...not
Identity Attack0.010655383
Insult0.019999169
Profanity0.0128245065
Threat0.006382086
Severe Toxicity0.0012779236
Low Tox 0.044883765 Low Con 0.266 Policy_Critique
Feb 9, 2026 Inside Canada's Indian Invasion...
Thank-you Tyler as a Canadian this is a real problem do one of their truck drivers next.
Thank-you Tyler as a Canadian this is a real problem do one of their truck drivers next.
Identity Attack0.01766643
Insult0.018838953
Profanity0.009451281
Threat0.006809296
Severe Toxicity0.0013065338
Low Tox 0.044636376 Constructive 0.576 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question …
just passed the test right now, and the very first thing I wanted to do—before even telling my family—was to leave this comment. I watched the video only once, from the beginning up to question 215. One time only—yes, one time only. Then I took the test, and on my first attempt I passed with 15 correct answers out of 20. I honestly can’t believe it. I didn’t realize how much I knew until I was sitting there answering the questions. About 50% of them came directly from the first 215 questions in the video. I am truly, deeply grateful to everyone who worked on this video. It’s not just good—it’s amazing. After nine years of struggle with this citizenship journey, I finally feel like I can breathe… like I can fly a little. Thank you all, from the bottom of my heart. 🤍
Identity Attack0.0037922803
Insult0.020256994
Profanity0.021603432
Threat0.007573096
Severe Toxicity0.0016975403
Low Tox 0.044636376 Constructive 0.713 Personal_Narrative
Jan 25, 2026 4 likes Canadian Citizenship Test 2025 – …
Passed the test in first go watched this video twice 20 out of 20 thanks for making this video
Passed the test in first go watched this video twice 20 out of 20 thanks for making this video
Identity Attack0.007843546
Insult0.0140109155
Profanity0.025497584
Threat0.011405042
Severe Toxicity0.0036621094
Low Tox 0.044388983 Moderate Con 0.492
Aug 17, 2025 3 likes Canadian Citizenship Test 2025 – …
High immigration. High housing costs. High food prices. Thank a Liberal voter.
High immigration. High housing costs. High food prices. Thank a Liberal voter.
Identity Attack0.020279141
Insult0.015188923
Profanity0.009639157
Threat0.0063626673
Severe Toxicity0.0013542175
Low Tox 0.044141594 Moderate Con 0.422 Economic_Argument
Jun 20, 2025 129 likes How Canada broke its immigration …
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Some Canadian provinces are way too liberal, as a Canadian, I am afraid to express my views on immigration. Thank you for posting this!
Identity Attack0.025404079
Insult0.016100928
Profanity0.010006369
Threat0.0062137907
Severe Toxicity0.0010442734
Low Tox 0.043646812 Constructive 0.677 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
THANK YOOOOOU! Finally a light on this that isn't dimmed or whispered
THANK YOOOOOU! Finally a light on this that isn't dimmed or whispered
Identity Attack0.0027008436
Insult0.0198058
Profanity0.018392462
Threat0.006977591
Severe Toxicity0.0013542175
Low Tox 0.043646812 Moderate Con 0.444 Solidarity
Jan 27, 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.