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: "The liberal government is to …" 316 comments · Page 8 of 13
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
The Liberal Government is to blame for not just failed immigration policies, but MANY other thing's that have destroyed this Country!
Identity Attack0.10221587
Insult0.0816321
Profanity0.0147374235
Threat0.010731863
Severe Toxicity0.004386902
Low Tox 0.22579013 Moderate Con 0.4
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
What a joke liberal government disaster is
What a joke liberal government disaster is
Identity Attack0.053399716
Insult0.10294484
Profanity0.045670103
Threat0.008945347
Severe Toxicity0.004425049
Low Tox 0.22579013 Low Con 0.214 Policy_Critique
Jan 5, 2026 6 likes Migrants cross into Canada near …
Blame the liberal government and its immigration policy
Blame the liberal government and its immigration policy
Identity Attack0.17226285
Insult0.057890166
Profanity0.020988565
Threat0.011172019
Severe Toxicity0.0049972534
Low Tox 0.22311419 Low Con 0.221 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning …
This is ALL over Canada. Not just "Bramladesh" Brampton. In the past decade, the liberal government has let FLOODS of these third-world people in, with zero English proficiency, zero education, and zero interest in learning about Canadian culture. May they all find JESUS and return to their home country to work hard and make it a better place for their children.
Identity Attack0.2127345
Insult0.07808672
Profanity0.01535229
Threat0.007068211
Severe Toxicity0.0063705444
Low Tox 0.22043827 Moderate Con 0.38 Fear_Threat
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
you have the liberal government to blame for the mess we have here now .
you have the liberal government to blame for the mess we have here now .
Identity Attack0.055673428
Insult0.1505596
Profanity0.02433617
Threat0.008013252
Severe Toxicity0.0032615662
Low Tox 0.22043827 Low Con 0.218
Jul 23, 2025 2 likes How Canada broke its immigration …
Im tired of liberal government gaslighting! Its not the immigrants, its our government that is bringing in too many people to fudge the numbers in their favour.
Im tired of liberal government gaslighting! Its not the immigrants, its our government that is bringing in too many people to fudge the numbers in their favour.
Identity Attack0.11860296
Insult0.06459839
Profanity0.025360947
Threat0.045572113
Severe Toxicity0.0062179565
Low Tox 0.21776234 Moderate Con 0.33 Policy_Critique
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing …
There are way to many bad actor's let into Canada , they have spoilt it for the rest , SO put a stop to all immigration ! The liberal government doesn't know what there doing ?
Identity Attack0.11163961
Insult0.086852804
Profanity0.016069634
Threat0.0086087575
Severe Toxicity0.003528595
Low Tox 0.21241048 Low Con 0.289 Fear_Threat
Nov 25, 2025 Quebec Ends Economic Immigration Program …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like …
Dont blame the punjabi and Sikh community. Alot of heart warming people. When you have a corruption of Canada government Carney and his liberals. This what happens when government has no accountability. Canada wasn't like this before. Want change clean up this liberal government. Its liberal supporters that allow this.
Identity Attack0.11976352
Insult0.13064787
Profanity0.014771583
Threat0.007262398
Severe Toxicity0.0036239624
Low Tox 0.21107252 Constructive 0.565 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
You all can be sick of it yet nothing will ever change under the liberal government
You all can be sick of it yet nothing will ever change under the liberal government
Identity Attack0.02128403
Insult0.097093195
Profanity0.043165036
Threat0.009955117
Severe Toxicity0.003643036
Low Tox 0.20572066 Low Con 0.175
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
Liberal government to blame
Liberal government to blame
Identity Attack0.10221587
Insult0.07365121
Profanity0.041160982
Threat0.01254427
Severe Toxicity0.0048828125
Low Tox 0.20572066 Low Con 0.25
Jan 22, 2026 Why Canada’s immigration system has …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let …
It’s so funny this government is blindly allowing false refugee claims Even in countries where there are no violence whatsoever many have claimed refugee status . And this liberal government even without proper encouery let them get that status are now enjoying our hard earned tax money free housing cash dental schooling college furniture even laptops??? accepted them as real refugees leaving real genuine refugees and law abiding educated hard working emigrants in the fray . Shocking Canada 🇨🇦 The emigration minister should resign cause some of them may have police records gangsters rapists we do not know Time Canada imported good decent hard working emigrants without police record
Identity Attack0.1007269
Insult0.12159709
Profanity0.023106437
Threat0.0077802283
Severe Toxicity0.0049972534
Low Tox 0.20172562 Constructive 0.528 Policy_Critique
Dec 21, 2025 IRCC Names India in Study …
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Crazy to see tyler close to home but its a serious issue we have in Ontario we have to acknowledge this and shove it in the liberal governments face or nothing will change
Identity Attack0.009471451
Insult0.14512913
Profanity0.03489832
Threat0.03304107
Severe Toxicity0.0042915344
Low Tox 0.200795 Moderate Con 0.458 Policy_Critique
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
The liberal government is to blame for all this. It is being done by design. They want us poor and hungry so that we become scared and obedient citizens.
Identity Attack0.052944973
Insult0.097093195
Profanity0.020032106
Threat0.009204263
Severe Toxicity0.0035476685
Low Tox 0.20032968 Low Con 0.295 Unverified_Claim
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
You can Thank Justin Trudeau and Mark Carney the Liberal government for the downfall of Canadian Society.
Identity Attack0.050443888
Insult0.1087965
Profanity0.014122557
Threat0.008686432
Severe Toxicity0.0035095215
Low Tox 0.20032968 Low Con 0.26
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in …
3:02 I think 90% of what this dude said is so horribly off the mark but even I have to agree with this. If immigrants could successfully assimilate before, why not now? I remember in the 2010s hearing about immigrants/refugees not assimilating in Europe and constantly just thought "well why don't they just do immigration with strong assimilation like we do here in Canada?", and now we had 4 years of sloppy immigration give or take, unfortunate. At least the straight up policies that led to this influx of poorly managed immigration is removed, but the same leaders and cabinet members and the like of the liberal government are present. Oh and did I mention they keep privatizing things, throwing money at mining industries without any seeing of the benefit to working Canadians realistically, and planning to build a pipeline by like 2035 towards east Asia which will likely be majority renewable energy by then, without actually trying to address the issues now present from the 4 years of sloppy immigration policy?
Identity Attack0.10221587
Insult0.08508729
Profanity0.05543986
Threat0.008246276
Severe Toxicity0.0051498413
Low Tox 0.1996317 Constructive 0.765 Policy_Critique
Dec 6, 2025 Inside Canada's Indian Metropolis (Brampton)
Welcome not to Canada Get rid of the liberal's government of Canada for other countries and their citizens.( Can't call them the government of Canada because they do nothing for Canada or Canadians.
Welcome not to Canada Get rid of the liberal's government of Canada for other countries and their citizens.( Can't call them the government of Canada because they do nothing for Canada or Canadians.
Identity Attack0.14875233
Insult0.06652143
Profanity0.01309778
Threat0.02181799
Severe Toxicity0.005264282
Low Tox 0.19939905 Low Con 0.237
Jan 12, 2026 Canada’s new rules in 2026
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s …
As a Canadian living close to the capital, we do not want this. The liberal government are letting anyone and everyone in without any background checks and they aren’t following up on the visitor/school visa’s that expire to see if anyone is actually leaving. They don’t even try to adapt or conform to laws, society nor culture. Immigration without assimilation is an invasion. We are tired of this, send them back.
Identity Attack0.14019285
Insult0.071116626
Profanity0.013849284
Threat0.009644418
Severe Toxicity0.0052261353
Low Tox 0.1991664 Moderate Con 0.442 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to …
Assuming that the issues discussed in these sessions are important to Canadians and that the Liberal government is all for transparency, why are the MPs seeking information/answers on behalf Canadians so limited in time to ask questions? I have watched many of these sessions and the interviewees always appear unprepared, or ignorant of how their departments function, or give evasive replies.
Identity Attack0.0102854045
Insult0.1669316
Profanity0.014634945
Threat0.0059548756
Severe Toxicity0.0015258789
Low Tox 0.19870108 Constructive 0.628
Sep 30, 2025 IRCC Names India in Study …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in …
What do you suspect mass immigration equals mass crime my thanks to the liberal government never will I vote for the liberals again. They are ruining Canada . Prices have risen with no end in sight and yet immigration gets housing and money from the government, while seniors get a small pension young people with children are struggling. The government has lost its priorities giving our tax dollars away. Mark Carney is not a politician. He’s a banker. The liberals have to go.
Identity Attack0.084182754
Insult0.08212569
Profanity0.012687869
Threat0.00899713
Severe Toxicity0.00333786
Low Tox 0.19029272 Constructive 0.601 Policy_Critique
Feb 19, 2026 1 likes Canadian immigration officers investigating hundreds …
Too conservative??! Lol, more like too liberal and woke in our government.
Too conservative??! Lol, more like too liberal and woke in our government.
Identity Attack0.0233943
Insult0.08459369
Profanity0.02836696
Threat0.007081157
Severe Toxicity0.0032043457
Low Tox 0.18459146 Low Con 0.216
Aug 25, 2025 Why Canadians Are Turning Against …
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
We really need mass deportation in order to survive the current decline we’re in!! Liberal government needs to go in order for this to turn around!!
Identity Attack0.06795148
Insult0.032468732
Profanity0.01627459
Threat0.03718498
Severe Toxicity0.00541687
Low Tox 0.17891699 Low Con 0.249 Call_To_Action
Aug 28, 2025 Why Canadians Are Turning Against …
Liberal government is broken
Liberal government is broken
Identity Attack0.06158508
Insult0.06722072
Profanity0.0569429
Threat0.009851551
Severe Toxicity0.004711151
Low Tox 0.17805049 Low Con 0.26 Policy_Critique
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing …
As a British Canadian living in the UK, I feel I'm stuck between a rock and a hard place, because both countries are being destroyed by liberal governments & mass immigration. 😮 Good video, exposing the truth.
Identity Attack0.10221587
Insult0.06424874
Profanity0.016616182
Threat0.011456826
Severe Toxicity0.004234314
Low Tox 0.17718399 Constructive 0.712 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting …
We have people sleeping in tents outside during the winter -30c and even worse weather, we have a major housing crisis, we are short close to half a million homes. Young Canadians are not getting hired because companies are hiring foreigners who are cheap labour, young people are not able to afford to move out of their parents homes. We are now seeing young Canadians looking for jobs and opportunities outside of Canada 🇨🇦, the Liberal government has destroyed this country.
Identity Attack0.08666438
Insult0.07238392
Profanity0.014805742
Threat0.009903334
Severe Toxicity0.0037765503
Low Tox 0.17545098 Constructive 0.576 Fear_Threat
Feb 11, 2026 26 likes Canada's tighter immigration policy divides …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or …
Well, all those claimant or bogus asylum seekers who identified themselves the so-called refugees statues are sufficient without the proper oversight in place. I am not even surprised at all with lack of conducting or supervision determinng the next course of action. Yet again, not the majority of Canadians or electorate voted 🗳 Liberal government back in power under the leadership of Mark Carney, lol! Now, to me, strangely enough the government seems to fall off the cliff or wagon once more with their bizarre and inconsistent policies overshadowing in my opinion!🤦
Identity Attack0.052490227
Insult0.08508729
Profanity0.028913507
Threat0.009204263
Severe Toxicity0.0047683716
Low Tox 0.17545098 Constructive 0.513
Nov 21, 2025 Thousands of refugees allowed into …

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.