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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: "❤😂🎉 Great work" 74 comments · Page 3 of 3
Great video man, continue to be cautious, situations like this can turn extremely dangerous in an instant, always put your health amd safety above your work
Great video man, continue to be cautious, situations like this can turn extremely dangerous in an instant, always put your health amd safety above your work
Identity Attack0.004421244
Insult0.014086916
Profanity0.015249812
Threat0.010265815
Severe Toxicity0.0022506714
Low Tox 0.056263726 Constructive 0.572 Solidarity
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we …
Canada needs people who are God fearing Christians who come here to work and contribute not to change the culture that made Canada great and live off welfare and drain all are benifits which we paid for for generations, leftists socialists are a scurge to western countries
Identity Attack0.03196092
Insult0.022082696
Profanity0.0004453918
Threat0.0006199462
Severe Toxicity0.00008084203
Low Tox 0.05328201 Identity_Assertion
Apr 16, 2025
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and …
As a Canadian who lives in an area with high immigration levels, this is not the sentiment of the majority. I work alongside many people who were trained abroad from a variety of cultures and my experience has been great. Immigration has brought a lot of positives to Canada. And at some point, majority of us or our families immigrated here. There’s a lot more to the story than these random conversational clips. I am not condoning smuggling, that should never happen. But in every people group you’ll find illegal activity, that doesn’t mean that’s how they all operate.
Identity Attack0.019475231
Insult0.0233509
Profanity0.016616182
Threat0.007249452
Severe Toxicity0.0016021729
Low Tox 0.05131592 Constructive 0.849 Solidarity
Jan 29, 2026 1 likes Inside Canada's Indian Invasion...
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the …
The Hindus and Sikhs I just saw in this video were genuinely kind and accommodating. They offered free food, treated the anchor and cameraman with courtesy, and showed great warmth. At the end of the day, we are all humans first. These communities work hard, take on labor, and steadily climb the ladder—there’s nothing wrong in that.
Identity Attack0.04332388
Insult0.014580919
Profanity0.020851927
Threat0.009411395
Severe Toxicity0.0030708313
Low Tox 0.050573748 Constructive 0.739 Solidarity
Sep 19, 2025 105 likes Inside Canada's Indian Metropolis (Brampton)
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I …
I lived in Dallas for years. Our Indian neighbors were the nicest people. I had a Seik mailman he was a hard-working great guy. My neighbor grew melons. if any grew on my side, I would text her and say ok its mine now. She was so funny. There is a class system, but I must have lived with amazing people. If you make a friend of them. You have a friend for life. Again, this is Dallas millions of populations!
Identity Attack0.029402243
Insult0.017743196
Profanity0.023379711
Threat0.0082074385
Severe Toxicity0.0025558472
Low Tox 0.04834723 Constructive 0.827 Personal_Narrative
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates …
M. Carney's plan is working as intended. We need to keep these expired temporary foreign workers here in Canada, without them, doctors and police officers would be out of work. So keeping them here creates more jobs. I don't care how much it costs, we can always raise taxes. On top of that, Lena Diab has great salad recipes..!
Identity Attack0.01766643
Insult0.020321451
Profanity0.012312118
Threat0.0067186756
Severe Toxicity0.0013446808
Low Tox 0.04760506 Constructive 0.837 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Great video and good work exposing this!!!! 💪🦅💯
Great video and good work exposing this!!!! 💪🦅💯
Identity Attack0.009249465
Insult0.012756908
Profanity0.027273865
Threat0.0138755
Severe Toxicity0.0041007996
Low Tox 0.04240986 Moderate Con 0.374 Solidarity
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
We need government/leaders that are proud to be Canadian, whom will do anything to keep our culture alive, that will work on improving the country and persevere into making this once great country great again! …
We need government/leaders that are proud to be Canadian, whom will do anything to keep our culture alive, that will work on improving the country and persevere into making this once great country great again! Instead of selling out!
Identity Attack0.008028535
Insult0.018065477
Profanity0.0103821205
Threat0.0065568537
Severe Toxicity0.0010061264
Low Tox 0.0414203 Moderate Con 0.483
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Hard-working, no crime, kind, keeps to themselves, smart, driven, and great food. Love Indian people
Identity Attack0.019776696
Insult0.011768902
Profanity0.019963788
Threat0.008945347
Severe Toxicity0.0023937225
Low Tox 0.032391842 Constructive 0.559 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me …
Wow the man himself was in Browntown??? I'm in a neighbouring city, and they've flooded here as well. Alright Tyler, been watching a lot of your vids, but now you earned a sub from me for visiting! Keep up the great work, and Stay Safe!
Identity Attack0.006622616
Insult0.01313691
Profanity0.016103793
Threat0.007961469
Severe Toxicity0.0014972687
Low Tox 0.030270588 Constructive 0.757 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is …
you are doing great job,yes lots of them working instead going to school, i witness too and even question him are you student? because seems not going to school but work everyday their employer is same with employee same country
Identity Attack0.009693438
Insult0.012680908
Profanity0.013131939
Threat0.006220264
Severe Toxicity0.0011253357
Low Tox 0.029799197 Constructive 0.706 Personal_Narrative
Oct 2, 2025 IRCC Names India in Study …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of …
An Uber driver was upset while telling me that he has family who have lived in the country for over 10 years but still refuse to learn English. They seem to want the benefits of living here, but not to embrace the culture that makes this country great. It feels like we’re losing a battle most people didn’t even realize was happening. A government is meant to serve its people, yet it often feels like ours is working against us.
Identity Attack0.0063266335
Insult0.015644927
Profanity0.010774951
Threat0.0063367756
Severe Toxicity0.0007343292
Low Tox 0.029092113 Constructive 0.718 Personal_Narrative
Sep 19, 2025 3 likes Inside Canada's Indian Metropolis (Brampton)
Retired canadians RNs served canada 25 to 35 yrs and can not get a Doctor. We are not training our own young canadians, look how many doctors trained in canada are foreign. Also the doctors …
Retired canadians RNs served canada 25 to 35 yrs and can not get a Doctor. We are not training our own young canadians, look how many doctors trained in canada are foreign. Also the doctors that used to migrate in 70s, 80s 90s often British Scottish, Irish, South Africans with a different work ethic and most were surgeons and anesthesiologists or obstetricians. Great skill sets.
Identity Attack0.013948337
Insult0.012224905
Profanity0.00998929
Threat0.006039023
Severe Toxicity0.0009536743
Low Tox 0.025792383 Constructive 0.717 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Great watch, keep up the good work @TylerOliveira
Great watch, keep up the good work @TylerOliveira
Identity Attack0.005438685
Insult0.0092228865
Profanity0.018324144
Threat0.00933372
Severe Toxicity0.0019264221
Low Tox 0.020960633 Moderate Con 0.361 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Great work
Great work
Identity Attack0.004421244
Insult0.008253881
Profanity0.016752819
Threat0.008582866
Severe Toxicity0.0016498566
Low Tox 0.015707577 Moderate Con 0.474
Sep 29, 2025 IRCC Names India in Study …
Successfull people don't become that way overnight. What most people see at a glance-wealth, a great career, purpose-is the result of hard work and hustle over time. I pray that anyone who reads this will …
Successfull people don't become that way overnight. What most people see at a glance-wealth, a great career, purpose-is the result of hard work and hustle over time. I pray that anyone who reads this will be successful in life..
Identity Attack0.0024048607
Insult0.008956885
Profanity0.0113385795
Threat0.0065827454
Severe Toxicity0.0006580353
Low Tox 0.015267765 Constructive 0.661 Advertisement_Spam
Dec 8, 2025 140 likes Inside Canada's Indian Metropolis (Brampton)
❤😂🎉 Great work
❤😂🎉 Great work
Identity Attack0.0032373124
Insult0.0076268767
Profanity0.018734055
Threat0.0077284453
Severe Toxicity0.0014877319
Low Tox 0.012754552 Moderate Con 0.494 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Michelle you are amazing. Keep up the great work :)
Michelle you are amazing. Keep up the great work :)
Identity Attack0.0033298072
Insult0.007892879
Profanity0.013302735
Threat0.007249452
Severe Toxicity0.0011348724
Low Tox 0.011874928 Moderate Con 0.47 Solidarity
Sep 29, 2025 IRCC Names India in Study …
Doing great work for us Canadians brother!!
Doing great work for us Canadians brother!!
Identity Attack0.0059936526
Insult0.007189874
Profanity0.0113044195
Threat0.007068211
Severe Toxicity0.00096321106
Low Tox 0.011372286 Moderate Con 0.48 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Great work.
Great work.
Identity Attack0.0027378413
Insult0.007360875
Profanity0.013268576
Threat0.0076637166
Severe Toxicity0.0011348724
Low Tox 0.011058134 Moderate Con 0.453 Meta_Commentary
Oct 1, 2025 IRCC Names India in Study …
We love you Michelle , great work.
We love you Michelle , great work.
Identity Attack0.0030708222
Insult0.0072088744
Profanity0.012141321
Threat0.006977591
Severe Toxicity0.0010442734
Low Tox 0.01005285 Constructive 0.514 Solidarity
Sep 30, 2025 1 likes IRCC Names India in Study …
Keep up with the great work Tyler! Thank you for this original docu that reflects a prominent social issue going on in the country.
Keep up with the great work Tyler! Thank you for this original docu that reflects a prominent social issue going on in the country.
Identity Attack0.0017758971
Insult0.0076268767
Profanity0.008853494
Threat0.005893383
Severe Toxicity0.00042438507
Low Tox 0.008859074 Constructive 0.572
Jan 27, 2026 Inside Canada's Indian Invasion...
Thats great, get them out. Close the door, and get wright about new to Canada. So it works.
Thats great, get them out. Close the door, and get wright about new to Canada. So it works.
Identity Attack0.00013275402
Insult0.00033689852
Profanity0.000025999867
Threat0.0001952684
Severe Toxicity0.0000027366818
Low Tox 0.0011696401
Apr 15, 2025 2 likes
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Refugees make 7k with 4 kids . Great , LIMA Sold in market .Work permit need to cut in numbers . and International students needs to slow down .
Identity Attack0.000083146835
Insult0.00015745849
Profanity0.000015644278
Threat0.000037995556
Severe Toxicity0.0000022768295
Low Tox 0.0004362653
Dec 7, 2025

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.