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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: "It has to change. These …" 617 comments · Page 25 of 25
It has to change. These are issues that can be addresses right away.
It has to change. These are issues that can be addresses right away.
Identity Attack0.0032003147
Insult0.0074368757
Profanity0.012380436
Threat0.0074954215
Severe Toxicity0.0008010864
Low Tox 0.011874928 Low Con 0.262 Call_To_Action
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry …
I arrived in Canada 25 years ago. Yes, I am an immigrant — but I embraced this country, learned its language, and built my life here. Canadians welcomed me with open arms, and I carry deep respect and gratitude for that generosity. But Canada today is not the Canada of 25, or even 15, years ago. Our nation has changed profoundly. And because I love this country, I believe we must not be afraid to speak up, to protect the values and culture that make Canada the home we cherish.
Identity Attack0.005956655
Insult0.007797878
Profanity0.009801413
Threat0.0062137907
Severe Toxicity0.0006246567
Low Tox 0.011686437 Constructive 0.733 Personal_Narrative
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
What can Citizens do about it?! The government has to make changes before anything gets better.
What can Citizens do about it?! The government has to make changes before anything gets better.
Identity Attack0.0018406434
Insult0.008006879
Profanity0.010006369
Threat0.0061231707
Severe Toxicity0.00043153763
Low Tox 0.011120965 Low Con 0.245
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Yes, the system changed. But why? Who made the decisions?
Yes, the system changed. But why? Who made the decisions?
Identity Attack0.001692652
Insult0.0076268767
Profanity0.0108774295
Threat0.0063497215
Severe Toxicity0.0005555153
Low Tox 0.011058134 Low Con 0.269 Question
Jun 17, 2025 6 likes How Canada broke its immigration …
That was never part of the plan. I believe the intentions have been to populate Canada even though new jobs were not created, housing builds not increasing and infrastructure to support this population boom hasn't …
That was never part of the plan. I believe the intentions have been to populate Canada even though new jobs were not created, housing builds not increasing and infrastructure to support this population boom hasn't changed.
Identity Attack0.002848835
Insult0.0075698765
Profanity0.009271945
Threat0.0059516393
Severe Toxicity0.00047683716
Low Tox 0.009613037 Constructive 0.573
Sep 29, 2025 IRCC Names India in Study …
I hope the do more. I visit Canada about every month and I can see Canada is changing. I love the old Canada culture. People are friendly.
I hope the do more. I visit Canada about every month and I can see Canada is changing. I love the old Canada culture. People are friendly.
Identity Attack0.0047727237
Insult0.007132874
Profanity0.010535837
Threat0.0066086366
Severe Toxicity0.00071048737
Low Tox 0.009110395 Constructive 0.617 Personal_Narrative
Feb 22, 2026 Deportations From Canada at Their …
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
I know someone who ask the her employer to change her work position inorder to meet the requirements of IRCC she was under pgwp and recently submitted her PR application
Identity Attack0.0023493639
Insult0.006952373
Profanity0.011167783
Threat0.006440342
Severe Toxicity0.000603199
Low Tox 0.008921904 Constructive 0.668 Personal_Narrative
Sep 29, 2025 IRCC Names India in Study …
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
4 cities with huge demographic changes on the others side of the country. Abbotsford, Surrey, Calgary, and Edmonton.
Identity Attack0.0027933381
Insult0.00653437
Profanity0.00952814
Threat0.006136116
Severe Toxicity0.00052928925
Low Tox 0.0072254855 Moderate Con 0.488 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Canada needs immigrants s the population is not producing enough. The Immagration rules must be changed to encourage those that can make real contributions to the economy. 👌🇨🇦
Identity Attack0.0038140067
Insult0.0006560435
Profanity0.000019717874
Threat0.00007472064
Severe Toxicity0.0000026385894
Low Tox 0.0039829398 Economic_Argument
Apr 15, 2025 7 likes
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Canadians cross the border every day without incident. I am sure that any changes going forward, will make them well-prepared.
Identity Attack0.0016115292
Insult0.00043137398
Profanity0.000034192366
Threat0.000101398095
Severe Toxicity0.0000031271707
Low Tox 0.0022595462
Dec 9, 2025
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and …
I live right by the border and I cross all the time, and i've never had a problem with the border patrol nothing's changed I even asked the border patrol about the thirty days, and they told me to shut off the t v
Identity Attack0.000078428246
Insult0.00030842802
Profanity0.000032065822
Threat0.00007475557
Severe Toxicity0.0000023035361
Low Tox 0.0009950195
Dec 11, 2025
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on …
I won't miss those new immigrants from south Asia. They completely change once clean cities. They post illegal advertising signs everywhere, on traffic lights bus shelters, at the sides of our streets. Who post on traffic light? meant to get attention of motorists. They don't believe in obeying bylaws. And city councilors do nothing about it . Even police don't see the safety hazzard these signs, posted at traffic lights pose.
Identity Attack0.00041846186
Insult0.00022734511
Profanity0.000014769093
Threat0.00003745917
Severe Toxicity0.0000022475413
Low Tox 0.0008297402 Fear_Threat
Apr 16, 2025 1 likes
We were in lockdown with Covid yet the liberals opened the doors wide open for immigrants. This made no sense. Time for change, vote conservative.
We were in lockdown with Covid yet the liberals opened the doors wide open for immigrants. This made no sense. Time for change, vote conservative.
Identity Attack0.000103082166
Insult0.00030697417
Profanity0.000016917704
Threat0.00002318027
Severe Toxicity0.000001654218
Low Tox 0.0007597665 Policy_Critique
Apr 15, 2025
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal …
Strange how Canada has finally stepped up to order military equipment, military personal, borders in the North and with USA borders putting more man power and technology. Changed and removed provincial boundaries for trade, liberal party wants to change like the dems in the USA. Leaders should go in and do a good job and not just think about them selves. Maybe Trump has helped in that way even when we don’t want to admit it. Leaders has got away with things for along time.
Identity Attack0.00010509171
Insult0.0002843471
Profanity0.00006087333
Threat0.000045825087
Severe Toxicity0.000015931742
Low Tox 0.0006615455 Policy_Critique
Apr 14, 2025 2 likes
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes …
This is perfect step from USA. When you say "Canadian", you need to understand and admit that the composition of "Canadian population" has changed substantially over the past few years. I wish Canada also takes enough security steps before getting influx. It is not the country where from you come, it is who is coming. And, if one has clean records, what should one worry?
Identity Attack0.000120073375
Insult0.00013968495
Profanity0.000021232883
Threat0.000024228715
Severe Toxicity0.0000028339366
Low Tox 0.0003879494
Dec 8, 2025 10 likes
Time to sell those vacation properties, times have changed
Time to sell those vacation properties, times have changed
Identity Attack0.00005322622
Insult0.00014168156
Profanity0.000017101538
Threat0.000022630962
Severe Toxicity0.0000022916229
Low Tox 0.0003365515
Dec 10, 2025
WE ARE NOT GOING TO AMERICA, DUE TO 1 PERSON! WE HAVE NEW ALLIES, ACROSS THE WORLD! WHEN HE GOES THINGS WILL CHANGE!
WE ARE NOT GOING TO AMERICA, DUE TO 1 PERSON! WE HAVE NEW ALLIES, ACROSS THE WORLD! WHEN HE GOES THINGS WILL CHANGE!
Identity Attack0.000055733934
Insult0.00012188845
Profanity0.000018277447
Threat0.000022422668
Severe Toxicity0.0000025175918
Low Tox 0.0002808684 Identity_Assertion
Dec 10, 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.