Skip to content
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
30,738 comments · Page 930 of 1230
Do Canadian expats go around mixing with other folks when they reside in for instance in Spain? I know, I’ve just taken that as an example, but it illustrates the point!😊
Do Canadian expats go around mixing with other folks when they reside in for instance in Spain? I know, I’ve just taken that as an example, but it illustrates the point!😊
Identity Attack0.036620867
Insult0.018967867
Profanity0.010792031
Threat0.006051969
Severe Toxicity0.001335144
Low Tox 0.051563308 Constructive 0.577 Comparative_Framing
Oct 4, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada is beyond repair. No political party will do what is necessary to fix the economy or the culture. If such a party existed, citizens who just voted the architects of decline to a 4th …
Canada is beyond repair. No political party will do what is necessary to fix the economy or the culture. If such a party existed, citizens who just voted the architects of decline to a 4th term would not elect it. If you can, do as I did, and leave Canada permanently. (No, the door did not hit me on my way out.)
Identity Attack0.010211408
Insult0.021159383
Profanity0.0113215
Threat0.009204263
Severe Toxicity0.0014019012
Low Tox 0.051563308 Moderate Con 0.478 Personal_Narrative
Jun 19, 2025 3 likes How Canada broke its immigration …
Would we be allowed to build multiple churches and jesus statues so freely over in india
Would we be allowed to build multiple churches and jesus statues so freely over in india
Identity Attack0.03919895
Insult0.012680908
Profanity0.017982552
Threat0.008867673
Severe Toxicity0.0026893616
Low Tox 0.051563308 Low Con 0.195 Comparative_Framing
Feb 5, 2026 Inside Canada's Indian Invasion...
Thats not punjabi but hindi!!! But sihdu is punjabi surname
Thats not punjabi but hindi!!! But sihdu is punjabi surname
Identity Attack0.03894114
Insult0.026315894
Profanity0.030389199
Threat0.007948523
Severe Toxicity0.004463196
Low Tox 0.051563308 Low Con 0.181 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the …
Be prepared to the outcome that the North American Free Trade Agreement is completely dead and out of touch for at least 5 years! Canada needs to be tough, smart and practical in facing the reality.
Identity Attack0.006955597
Insult0.021481665
Profanity0.011902207
Threat0.008815889
Severe Toxicity0.0014972687
Low Tox 0.051563308 Low Con 0.3
Jan 3, 2026 3 likes New rules, regulations take effect …
Man I wish I knew you came by! I woulda given you the tour
Man I wish I knew you came by! I woulda given you the tour
Identity Attack0.00621564
Insult0.016936934
Profanity0.027683776
Threat0.011741633
Severe Toxicity0.0030326843
Low Tox 0.051563308 Constructive 0.506 Meta_Commentary
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an …
wasn't it harper that opened the door by subsidizing immigrant workers wages? I still remember a woman on the news who got let go from a basic restaurant job in weyburn and replaced by an immigrant with a federally subsidized wage.
Identity Attack0.036105253
Insult0.017743196
Profanity0.010689554
Threat0.0063626673
Severe Toxicity0.0012159348
Low Tox 0.051563308 Constructive 0.702 Economic_Argument
Feb 20, 2026 3 likes LILLEY UNLEASHED: The fall of …
Your in Canada, its the exact same as america only safer and more expensive.
Your in Canada, its the exact same as america only safer and more expensive.
Identity Attack0.03223813
Insult0.01961243
Profanity0.00995513
Threat0.0062914654
Severe Toxicity0.001745224
Low Tox 0.051563308 Moderate Con 0.367 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
When will our government stick up for the Canadian people?
When will our government stick up for the Canadian people?
Identity Attack0.031722516
Insult0.014808921
Profanity0.010928668
Threat0.009126588
Severe Toxicity0.0015830994
Low Tox 0.051563308 Low Con 0.266 Question
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
The Dude on the bike... 🤣🤣🤣🤣
The Dude on the bike... 🤣🤣🤣🤣
Identity Attack0.0039587705
Insult0.019676886
Profanity0.01941724
Threat0.008531082
Severe Toxicity0.0024604797
Low Tox 0.051563308 Low Con 0.3 Humor_Satire
Feb 24, 2026 Inside Canada's Indian Invasion...
New immigrants or temporary workers they are not paying taxis and student won’t pay taxis but they benefits health cares free and they benefits social services
New immigrants or temporary workers they are not paying taxis and student won’t pay taxis but they benefits health cares free and they benefits social services
Identity Attack0.03249594
Insult0.015872927
Profanity0.011543535
Threat0.00598724
Severe Toxicity0.0013542175
Low Tox 0.051563308 Moderate Con 0.437
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
The guy on the bike spoke only truth
The guy on the bike spoke only truth
Identity Attack0.0047172266
Insult0.022190686
Profanity0.015010698
Threat0.007793174
Severe Toxicity0.0016498566
Low Tox 0.051563308 Moderate Con 0.325 Meta_Commentary
Mar 3, 2026 Inside Canada's Indian Invasion...
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
I've read India has the biggest number of unemployed men under 50ty. No wonder why they're moving to different countries despite the fact the life is easier in India, like he said.
Identity Attack0.04667538
Insult0.016556932
Profanity0.011936366
Threat0.006763986
Severe Toxicity0.0015830994
Low Tox 0.051563308 Constructive 0.636 Comparative_Framing
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Tyler, welcome to Brampton, the city I unfortunately call home.
Tyler, welcome to Brampton, the city I unfortunately call home.
Identity Attack0.011469335
Insult0.022061773
Profanity0.011184863
Threat0.006763986
Severe Toxicity0.0014686584
Low Tox 0.051563308 Constructive 0.529 Personal_Narrative
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bike guy is basically all our thoughts coming out loud! 😅
Bike guy is basically all our thoughts coming out loud! 😅
Identity Attack0.0045137387
Insult0.025284592
Profanity0.017777596
Threat0.007365964
Severe Toxicity0.0015735626
Low Tox 0.051563308 Moderate Con 0.411 Humor_Satire
Feb 3, 2026 10 likes Inside Canada's Indian Invasion...
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to …
This worldwide invasion will stop when laws change. Uk is having the Denmark immigration policy i hope this works if not we will improve it. And our law will get better. Things are about to change in the uk. It takes time though.
Identity Attack0.031464707
Insult0.013858915
Profanity0.015659723
Threat0.008013252
Severe Toxicity0.0019931793
Low Tox 0.051563308 Constructive 0.644 Fear_Threat
Nov 16, 2025 Inside Canada's Indian Metropolis (Brampton)
Isolated cases of unlicensed driving shouldn't overshadow the facts: South Asians make up nearly 1 in 4 truckers across Canada. This community isn't just 'participating' in the sector—they are running it and keeping the country’s …
Isolated cases of unlicensed driving shouldn't overshadow the facts: South Asians make up nearly 1 in 4 truckers across Canada. This community isn't just 'participating' in the sector—they are running it and keeping the country’s shelves stocked
Identity Attack0.034816213
Insult0.017936565
Profanity0.010621235
Threat0.006479179
Severe Toxicity0.0012493134
Low Tox 0.051563308 Moderate Con 0.452 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
3:08 this man knows it and it's so true
3:08 this man knows it and it's so true
Identity Attack0.009471451
Insult0.016100928
Profanity0.024472807
Threat0.009644418
Severe Toxicity0.0033187866
Low Tox 0.051563308 Moderate Con 0.399 Meta_Commentary
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
carney anoff put the military now or send them to ontario
carney anoff put the military now or send them to ontario
Identity Attack0.009693438
Insult0.016024929
Profanity0.011765569
Threat0.014566151
Severe Toxicity0.0019168854
Low Tox 0.051563308 Low Con 0.159
Jan 5, 2026 9 likes Migrants cross into Canada near …
. ****Globalism vs Nationalism**** A population of 800,000, is the size of Winnipeg. Not English speaking? Not French speaking? How can an immigration policy this far out of balance, represent Canadian values?
. ****Globalism vs Nationalism**** A population of 800,000, is the size of Winnipeg. Not English speaking? Not French speaking? How can an immigration policy this far out of balance, represent Canadian values?
Identity Attack0.026810925
Insult0.017743196
Profanity0.010928668
Threat0.006168481
Severe Toxicity0.0013542175
Low Tox 0.051563308 Moderate Con 0.362
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
Bon voyage and good reddiance, don't return. Freeloaders
Bon voyage and good reddiance, don't return. Freeloaders
Identity Attack0.0010724386
Insult0.034783885
Profanity0.0006413629
Threat0.0007410778
Severe Toxicity0.0000050034423
Low Tox 0.05137377 Identity_Assertion
Apr 15, 2025 1 likes
Vuddy, velcum to new ghanada vuddy.
Vuddy, velcum to new ghanada vuddy.
Identity Attack0.006363631
Insult0.02373764
Profanity0.02119352
Threat0.008116818
Severe Toxicity0.0023841858
Low Tox 0.05131592 Low Con 0.274
Jan 27, 2026 Inside Canada's Indian Invasion...
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...
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Canada is slow but finally on the right track...... Immigration have to be regulated/controlled to reap its benefits and keep the risk manageable.......... It should not behave like a "flood gate"
Identity Attack0.019977676
Insult0.021417208
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0012588501
Low Tox 0.05131592 Constructive 0.559 Policy_Critique
Feb 11, 2026 17 likes Canada's tighter immigration policy divides …
If only Canadians could get a conservative majority government and go back to what works!
If only Canadians could get a conservative majority government and go back to what works!
Identity Attack0.030949092
Insult0.018838953
Profanity0.010569996
Threat0.006757513
Severe Toxicity0.0015163422
Low Tox 0.05131592 Low Con 0.28
Aug 27, 2025 Why Canadians Are Turning Against …

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.