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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

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Active: "Canada is doing more to …" 6,088 comments · Page 230 of 244
Canada needs its own version of ICE!
Canada needs its own version of ICE!
Identity Attack0.0061416444
Insult0.009279887
Profanity0.009920971
Threat0.0072882893
Severe Toxicity0.001077652
Low Tox 0.016964182 Low Con 0.188 Call_To_Action
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
I know that by December 2025 there are 5 million people whose visas expired. How many left?! What about others? Why Canada gave so many visas?
Identity Attack0.0054756827
Insult0.009032886
Profanity0.010262563
Threat0.006149062
Severe Toxicity0.00071525574
Low Tox 0.016964182 Moderate Con 0.425
Dec 28, 2025 Deportations From Canada at Their …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this …
I don't hink they are doing their job properly. And this will be a good chance to examine what is really happening, what are they doing. Canada needs to get fixed in terms of this situation.
Identity Attack0.0044767405
Insult0.009868891
Profanity0.009408582
Threat0.006712203
Severe Toxicity0.00067710876
Low Tox 0.016964182 Constructive 0.512
Oct 12, 2025 IRCC Names India in Study …
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Only in last 30 years, more immigration happened in Canada than in last 200 years.
Identity Attack0.009471451
Insult0.007835878
Profanity0.009186547
Threat0.0059807673
Severe Toxicity0.00069618225
Low Tox 0.016964182 Low Con 0.209 Unverified_Claim
Sep 19, 2025 772 likes Inside Canada's Indian Metropolis (Brampton)
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
If you try to show "WE ARE VERY NICE" this is what you get... secondly CANADA is allowing anybody/everybody
Identity Attack0.003884775
Insult0.009431887
Profanity0.010535837
Threat0.0061296434
Severe Toxicity0.000705719
Low Tox 0.016838523 Low Con 0.264 Policy_Critique
Sep 19, 2025 7 likes Inside Canada's Indian Metropolis (Brampton)
WE THE REST OF CANADA NEED TO DO THE SAME😁
WE THE REST OF CANADA NEED TO DO THE SAME😁
Identity Attack0.00621564
Insult0.008728883
Profanity0.010996987
Threat0.0071847234
Severe Toxicity0.0011396408
Low Tox 0.016838523 Low Con 0.29
Nov 27, 2025 Quebec Ends Economic Immigration Program …
Immigrants are vital to Canada's economic growth and demographic health. The challenges often attributed to them are largely consequences of policy gaps in integration, settlement support, and long-term infrastructure planning. Improving the system involves refining …
Immigrants are vital to Canada's economic growth and demographic health. The challenges often attributed to them are largely consequences of policy gaps in integration, settlement support, and long-term infrastructure planning. Improving the system involves refining immigrant selection and focusing on successful inclusion rather than reducing numbers.
Identity Attack0.0103594
Insult0.008405882
Profanity0.009152388
Threat0.0060649146
Severe Toxicity0.00068187714
Low Tox 0.016838523 Constructive 0.563 Economic_Argument
Jan 19, 2026 Why Canada’s immigration system has …
Here comes Canadas version of ICE! 👋
Here comes Canadas version of ICE! 👋
Identity Attack0.0054756827
Insult0.010248893
Profanity0.009716015
Threat0.0066798385
Severe Toxicity0.0011444092
Low Tox 0.016712861 Low Con 0.181 Comparative_Framing
Feb 18, 2026 Canadian immigration officers investigating hundreds …
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
And yet, liberal government got elected for additional 4 years. Canada voted for this. No point to complain about it now.
Identity Attack0.0040327664
Insult0.010286893
Profanity0.010006369
Threat0.0061037517
Severe Toxicity0.0005865097
Low Tox 0.016587202 Moderate Con 0.362 Call_To_Action
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Melbourne Australia is like this now, not just Canada.
Melbourne Australia is like this now, not just Canada.
Identity Attack0.008398513
Insult0.008937885
Profanity0.011133623
Threat0.0064985976
Severe Toxicity0.0009202957
Low Tox 0.016587202 Moderate Con 0.396 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Age limit for international workers ,I am 56 years from Nepal .I would like to work in Canada .Is it ok from the gov. of Australia ,please ?
Identity Attack0.008065533
Insult0.008044879
Profanity0.010467518
Threat0.0063432488
Severe Toxicity0.00071525574
Low Tox 0.016587202 Constructive 0.567 Question
Jan 21, 2026 Why Canada’s immigration system has …
Dude could have just walked either way over the border and not spent a dime doing it. The entire canadian border is open and not monitored. In some areas one side of the road is …
Dude could have just walked either way over the border and not spent a dime doing it. The entire canadian border is open and not monitored. In some areas one side of the road is canada and the other side in America.
Identity Attack0.0048837173
Insult0.009868891
Profanity0.010279642
Threat0.00636914
Severe Toxicity0.0007390976
Low Tox 0.016587202 Low Con 0.297 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could …
My parents came from Germany in 1962 my father had to prove he had a job before he was allowed to come come to Canada and he had to wait a year before he could send for us plus he was told he had to buy a house
Identity Attack0.006992595
Insult0.00821588
Profanity0.01173141
Threat0.006440342
Severe Toxicity0.00081539154
Low Tox 0.01646154 Constructive 0.526 Personal_Narrative
Dec 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
And you wonder why Trump wanted Canada to secure its borders……..
And you wonder why Trump wanted Canada to secure its borders……..
Identity Attack0.0048837173
Insult0.009298887
Profanity0.009237786
Threat0.0061296434
Severe Toxicity0.00067710876
Low Tox 0.01646154 Low Con 0.234 Comparative_Framing
Feb 19, 2026 Canadian immigration officers investigating hundreds …
We need ICE in Canada.
We need ICE in Canada.
Identity Attack0.0051427023
Insult0.008614883
Profanity0.010313802
Threat0.007883795
Severe Toxicity0.0011491776
Low Tox 0.01633588 Low Con 0.29 Call_To_Action
Sep 10, 2025 Why Canadians Are Turning Against …
Canada needs ICE urgently.
Canada needs ICE urgently.
Identity Attack0.0047727237
Insult0.008652883
Profanity0.010074687
Threat0.008401625
Severe Toxicity0.0012588501
Low Tox 0.01633588 Low Con 0.195 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Congratulations! Even more regulations. Canada just keeps making its self better.
Congratulations! Even more regulations. Canada just keeps making its self better.
Identity Attack0.0065486208
Insult0.00979289
Profanity0.009493981
Threat0.006272047
Severe Toxicity0.00077724457
Low Tox 0.01633588 Low Con 0.259 Humor_Satire
Jan 4, 2026 1 likes New rules, regulations take effect …
We need ICE in Canada.
We need ICE in Canada.
Identity Attack0.0051427023
Insult0.008614883
Profanity0.010313802
Threat0.007883795
Severe Toxicity0.0011491776
Low Tox 0.01633588 Low Con 0.291
Jan 16, 2026 2.9 million Canadian temporary visas …
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a …
I really don't understand why even this is a news. Its implicit that when visa is about to expire, person must leave the country applies to any country in the world. Are we really a nation with open borders if so they declare it and invite anyone to come and give them PR card upfront when they onboard air canada flight.
Identity Attack0.0050317086
Insult0.009279887
Profanity0.010638315
Threat0.006246155
Severe Toxicity0.0007247925
Low Tox 0.01633588 Constructive 0.574
Jan 15, 2026 18 likes 2.9 million Canadian temporary visas …
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in …
*This is about our home Canada, not party lines.* If you have a job—feel the tremor beneath it. If you have children—hear the thin crack in tomorrow. If you will age—sense the cold wait in crowded halls. We see it in tents against winter wind, we hear it in ER sirens that never sleep, we feel it in classrooms stretched past breath. This is not red or blue. It is heartbeat and shelter and future. Stand together. Guard the door. Restore the quiet strength of our home—now.
Identity Attack0.0034038029
Insult0.009279887
Profanity0.012551232
Threat0.00713294
Severe Toxicity0.00096797943
Low Tox 0.01633588 Constructive 0.599 Call_To_Action
Mar 1, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
The problem is Canada doesn’t have the budget for enforcements
The problem is Canada doesn’t have the budget for enforcements
Identity Attack0.0061046463
Insult0.00979289
Profanity0.009664777
Threat0.005922511
Severe Toxicity0.00059366226
Low Tox 0.01633588 Low Con 0.122 Policy_Critique
Oct 1, 2025 IRCC Names India in Study …
time to bring I.C.E. to Canada yes
time to bring I.C.E. to Canada yes
Identity Attack0.0058086636
Insult0.008405882
Profanity0.010160086
Threat0.0071588317
Severe Toxicity0.00094890594
Low Tox 0.01633588 Moderate Con 0.339 Call_To_Action
Feb 4, 2026 3 likes 2.9 million Canadian temporary visas …
Canada needs ICE urgently.
Canada needs ICE urgently.
Identity Attack0.0047727237
Insult0.008652883
Profanity0.010074687
Threat0.008401625
Severe Toxicity0.0012588501
Low Tox 0.01633588 Low Con 0.195 Call_To_Action
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
Canada should start its own ICE team.
Canada should start its own ICE team.
Identity Attack0.0058086636
Insult0.008880884
Profanity0.010569996
Threat0.0072235605
Severe Toxicity0.0010108948
Low Tox 0.016210219 Low Con 0.151 Call_To_Action
Feb 20, 2026 Canadian immigration officers investigating hundreds …
NEED THIS ACROSS CANADA!
NEED THIS ACROSS CANADA!
Identity Attack0.0063266335
Insult0.007930879
Profanity0.010501678
Threat0.008065036
Severe Toxicity0.0011825562
Low Tox 0.016210219 Low Con 0.207 Call_To_Action
Nov 25, 2025 Quebec Ends Economic Immigration Program …

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.