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
Active: "Its in the millions not …" 526 comments · Page 21 of 22
Just come to brampton ontario, you'll find 2.8million. Hope i can find a job now.
Just come to brampton ontario, you'll find 2.8million. Hope i can find a job now.
Identity Attack0.0026083488
Insult0.008234881
Profanity0.00998929
Threat0.006815769
Severe Toxicity0.000834465
Low Tox 0.0131943645 Moderate Con 0.442 Economic_Argument
Jan 15, 2026 2 likes 2.9 million Canadian temporary visas …
Millions
Millions
Identity Attack0.0034223017
Insult0.007835878
Profanity0.013644327
Threat0.0076766624
Severe Toxicity0.0011539459
Low Tox 0.013131535 Moderate Con 0.456
Oct 30, 2025 IRCC Names India in Study …
8% of "only the people we asked" means there's probably millions, not 80K
8% of "only the people we asked" means there's probably millions, not 80K
Identity Attack0.0037367835
Insult0.0075698765
Profanity0.01220964
Threat0.006466233
Severe Toxicity0.0008058548
Low Tox 0.013005874 Moderate Con 0.33
Sep 30, 2025 1 likes IRCC Names India in Study …
5,000,000 Millions
5,000,000 Millions
Identity Attack0.0036812867
Insult0.0076268767
Profanity0.013336895
Threat0.007741391
Severe Toxicity0.001168251
Low Tox 0.0126288915 Low Con 0.293 Unverified_Claim
Jan 15, 2026 9 likes 2.9 million Canadian temporary visas …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or …
Just in case you guys didn’t get the memo, the government plans on raising the population of Canada to 100 million people by 2050 is what their plan is we don’t have the infrastructure or the housing or the medical staff or the schooling to make this possible, but they’re gonna try it anyways
Identity Attack0.00310782
Insult0.008500882
Profanity0.010211324
Threat0.0062979385
Severe Toxicity0.0006532669
Low Tox 0.01237757 Low Con 0.218
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
18000 people at 2000 bucks a seat is 36 million dollars where's the other 300 million dollars?
18000 people at 2000 bucks a seat is 36 million dollars where's the other 300 million dollars?
Identity Attack0.0020163832
Insult0.007721877
Profanity0.010979908
Threat0.006530962
Severe Toxicity0.00062942505
Low Tox 0.01237757 Low Con 0.243
Dec 25, 2025 1 likes Deportations From Canada at Their …
Immigration is out of control ! It is 2025 , the year isn’t even half over and they have already brought in almost 1 million mostly Indians . You need to get your facts straight …
Immigration is out of control ! It is 2025 , the year isn’t even half over and they have already brought in almost 1 million mostly Indians . You need to get your facts straight .
Identity Attack0.014597976
Insult0.0013591878
Profanity0.00011599752
Threat0.00016591376
Severe Toxicity0.000005316609
Low Tox 0.012240606
Jun 26, 2025
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Canada by year 2050 will need to rich 100 millions population in 24 years more than 60 Millions will come to canada
Identity Attack0.0048837173
Insult0.007189874
Profanity0.009579378
Threat0.006589218
Severe Toxicity0.000667572
Low Tox 0.011686437 Low Con 0.211 Unverified_Claim
Dec 25, 2025 Deportations From Canada at Their …
I believe the backlog is over 1 million as of Oct.31. Lets do some journalism and find out why
I believe the backlog is over 1 million as of Oct.31. Lets do some journalism and find out why
Identity Attack0.002210622
Insult0.0072848746
Profanity0.010467518
Threat0.0069387536
Severe Toxicity0.00064849854
Low Tox 0.010869644 Moderate Con 0.467 Question
Jan 20, 2026 1 likes Why Canada’s immigration system has …
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Canada will have 100 million people by the year 2100, the century initiative. Look it up.
Identity Attack0.003884775
Insult0.0072088744
Profanity0.009459821
Threat0.006861079
Severe Toxicity0.00067710876
Low Tox 0.010743983 Low Con 0.206
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
If Canada kicks out a minimum of 5 million , I think it would be fair.
If Canada kicks out a minimum of 5 million , I think it would be fair.
Identity Attack0.0011029757
Insult0.00091691763
Profanity0.000065007895
Threat0.0030173268
Severe Toxicity0.0000061104174
Low Tox 0.010582994 Policy_Critique
Apr 19, 2025 3 likes
5 million permits expired this month and im to believe 18 thousand is an okay number?
5 million permits expired this month and im to believe 18 thousand is an okay number?
Identity Attack0.0022291208
Insult0.0067908717
Profanity0.010313802
Threat0.006809296
Severe Toxicity0.00071525574
Low Tox 0.01005285 Moderate Con 0.308
Dec 23, 2025 7 likes Deportations From Canada at Their …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc …
They shouldn't have come in the first place now Canadians have to waste hundreds of millions deporting them.If I was going to move to a foreign country I'd do research on jobs,housing,cost of living etc they obviously didn't then complain they can't make it.Go home.
Identity Attack0.0043322137
Insult0.0011908403
Profanity0.00004395006
Threat0.0005412362
Severe Toxicity0.00000458772
Low Tox 0.009554655
Apr 23, 2025 1 likes
century initiative 100 million canadians 🎉
century initiative 100 million canadians 🎉
Identity Attack0.0041992567
Insult0.0069238725
Profanity0.009664777
Threat0.006822242
Severe Toxicity0.00086307526
Low Tox 0.009361716 Moderate Con 0.323
Jan 3, 2026 1 likes New rules, regulations take effect …
Media stretch. 18000. 1 million in.
Media stretch. 18000. 1 million in.
Identity Attack0.0022846176
Insult0.0070473733
Profanity0.010518758
Threat0.006712203
Severe Toxicity0.00072956085
Low Tox 0.009173225 Low Con 0.262
Dec 28, 2025 Deportations From Canada at Their …
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Have you heard of the 2100 plan that Canada will have a population of 100 million by 2100, this is why over a million enter every year.
Identity Attack0.0029598286
Insult0.0067338715
Profanity0.009015751
Threat0.0062849927
Severe Toxicity0.0005245209
Low Tox 0.008419261 Moderate Con 0.371
Nov 21, 2025 1 likes Thousands of refugees allowed into …
What about the 4.5million expiring visas?
What about the 4.5million expiring visas?
Identity Attack0.0028118372
Insult0.00647737
Profanity0.009716015
Threat0.0061814263
Severe Toxicity0.0005340576
Low Tox 0.008419261 Low Con 0.231
Jan 17, 2026 Canada’s new rules in 2026
Its actually 5 million temporary visa is expiring from january 2024 to december 2025. Gets your facts right.
Its actually 5 million temporary visa is expiring from january 2024 to december 2025. Gets your facts right.
Identity Attack0.0013504218
Insult0.0070378734
Profanity0.00907553
Threat0.006149062
Severe Toxicity0.0004196167
Low Tox 0.008010864 Moderate Con 0.371 Policy_Critique
Jan 16, 2026 1 likes 2.9 million Canadian temporary visas …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the …
Just want to highlight something critically important : Canada had in their past gone through a 10 million increase from 20 to 30 million ppl in 30 years from 1970 to 2000. then in the next 25 years, going from 30 to 40 million ppl. so essentially it's not just population increase which only accelerated a bit, but it's the fact they didn't expand their economic market size to accomodate and reflect the needs that come with this increase.
Identity Attack0.0021551251
Insult0.0069143726
Profanity0.0092292465
Threat0.005854546
Severe Toxicity0.00044345856
Low Tox 0.006942749 Moderate Con 0.458
Jun 24, 2025 1 likes How Canada broke its immigration …
2.9 million jobs just entered the Canadian economy. 2.9 million houses and apartments opened up...
2.9 million jobs just entered the Canadian economy. 2.9 million houses and apartments opened up...
Identity Attack0.0021088778
Insult0.006173368
Profanity0.008955972
Threat0.006039023
Severe Toxicity0.00045776367
Low Tox 0.006188785 Moderate Con 0.343
Jan 17, 2026 6 likes 2.9 million Canadian temporary visas …
Indian ~2.6 million ~7.1% Brampton, Surrey, Toronto, Calgary
Indian ~2.6 million ~7.1% Brampton, Surrey, Toronto, Calgary
Identity Attack0.002830336
Insult0.005807616
Profanity0.009622077
Threat0.006039023
Severe Toxicity0.00044345856
Low Tox 0.004900764 Moderate Con 0.315 Comparative_Framing
Sep 30, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a …
These immigrants were scheduled to leave anyway. They were well aware of it. So, it is not based on new immigration rules. The government tried to force too many people into the country, causing a spike in housing prices and many other problems. This then affected every Canadian. A lot are becoming even poorer. It is one of the reasons they had more tent cities and 2 million people going to food banks along with 2/3 of Canadians with only 500.00 a month after all monthly bills were paid. That's 2/3 of Canadians. The Convoy had released these figures over a year ago at CPAC. Proving that Canada is in a huge mess economically because of these Liberal policies. @minimaxmiaandme.4971 - I don't hide behind a fake name. The Supreme Court ruled in favor of the convoy or did you forget? The Liberals violated Canadians' Constitutional Rights to Protest. Which proves they are more credible than the Liberals. Now be man enough to show your real identity.
Identity Attack0.00017204595
Insult0.00035070546
Profanity0.000051291976
Threat0.00004996549
Severe Toxicity0.000008668661
Low Tox 0.00093127653 Economic_Argument
Apr 15, 2025 18 likes
Millions are NOT leaving Canada.
Millions are NOT leaving Canada.
Identity Attack0.00019959986
Insult0.0002234532
Profanity0.000017601937
Threat0.00003167419
Severe Toxicity0.0000021367348
Low Tox 0.0007237407 Unverified_Claim
Apr 16, 2025 11 likes
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the …
Losing millions in immigration will actually help Canada after over-inflating immigration. It will better control the housing crisis, food crisis, healthcare crisis. Pausing immigration so the numbers correct itself will fix a lot of the issues Canadians face.
Identity Attack0.00016129999
Insult0.00020965506
Profanity0.0000160642
Threat0.000034526518
Severe Toxicity0.0000022098052
Low Tox 0.0006739027
Apr 20, 2025 6 likes
American save 35 millions by years for oir electricity grace to canada
American save 35 millions by years for oir electricity grace to canada
Identity Attack0.00006235581
Insult0.00017972717
Profanity0.000020622007
Threat0.000025386555
Severe Toxicity0.0000021092605
Low Tox 0.0004181024 Unverified_Claim
Dec 8, 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.