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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

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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: "Nothing to do with the …" 542 comments · Page 18 of 22
Not called brown town 4 nothing 😅
Not called brown town 4 nothing 😅
Identity Attack0.03249594
Insult0.023608726
Profanity0.02119352
Threat0.007883795
Severe Toxicity0.0028038025
Low Tox 0.08320791 Low Con 0.26 Humor_Satire
Oct 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver …
Haven't been there in more than 30 years. Why would l want to go to,an American city like Seattle or Portland or L.A. ,I can get killed easily enough in a Canadian city like Vancouver or Toronto? 🤢🤢🤢☣.Nothing to do with the present administration.
Identity Attack0.0012434248
Insult0.0013390502
Profanity0.00020500357
Threat0.084166765
Severe Toxicity0.00002814877
Low Tox 0.08084941 Fear_Threat
Dec 23, 2025
Just keep voting LIBERAL nothing will change with them in power.
Just keep voting LIBERAL nothing will change with them in power.
Identity Attack0.025404079
Insult0.026315894
Profanity0.013029462
Threat0.008815889
Severe Toxicity0.0018787384
Low Tox 0.08083374 Low Con 0.166
Aug 25, 2025 Why Canadians Are Turning Against …
In short ...Nothing of significance will change Just window dressing ...while you elbow up to beg around for everything
In short ...Nothing of significance will change Just window dressing ...while you elbow up to beg around for everything
Identity Attack0.0030153254
Insult0.02657372
Profanity0.0166845
Threat0.007974415
Severe Toxicity0.0016403198
Low Tox 0.07845957 Low Con 0.152
Jan 3, 2026 21 likes New rules, regulations take effect …
May as well just set up equal rights to food and shelter to all people of all nations. Nothing good can come from prolonged unregulated immigration.
May as well just set up equal rights to food and shelter to all people of all nations. Nothing good can come from prolonged unregulated immigration.
Identity Attack0.040745795
Insult0.019419061
Profanity0.010518758
Threat0.0066151097
Severe Toxicity0.0015544891
Low Tox 0.077668175 Low Con 0.247
Oct 26, 2017 13 likes How much do refugees and …
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week …
I came to Canada to travel but on an immigration visa in 1965, I got a job from Canada employment centre for 1.50 where nobody spoke english , I quit after 1 day. A week later I found a job in the machineshop for 3.00 Dollars. Good thing the foreman found a portugiese employee who translated from spanish to english, I myself spoke german, ever since then I did I was on the upswing. The government gave me nothing, had enough money to go back. Always a dictionary in my pocket. In six weeks i know enough english to make the driverlicence and bought a car.
Identity Attack0.022590388
Insult0.030926194
Profanity0.019895468
Threat0.0069646453
Severe Toxicity0.0020122528
Low Tox 0.07687678 Constructive 0.654
Aug 10, 2019 14 likes How much do refugees and …
This does nothing for actual canadians. Nothing!
This does nothing for actual canadians. Nothing!
Identity Attack0.04435511
Insult0.021159383
Profanity0.011611853
Threat0.006356194
Severe Toxicity0.0014972687
Low Tox 0.07608539 Low Con 0.217 Policy_Critique
Jan 23, 2026 Canada’s new rules in 2026
Thanks Carney. You have done nothing
Thanks Carney. You have done nothing
Identity Attack0.002210622
Insult0.031807642
Profanity0.013576009
Threat0.0062396824
Severe Toxicity0.0011825562
Low Tox 0.075294 Moderate Con 0.373
Jan 15, 2026 Canada’s new rules in 2026
I’m sure our failing health care has nothing to do with all the immigration population, right?
I’m sure our failing health care has nothing to do with all the immigration population, right?
Identity Attack0.036620867
Insult0.021159383
Profanity0.01220964
Threat0.0060713873
Severe Toxicity0.001449585
Low Tox 0.07450261 Low Con 0.292
Apr 8, 2022 2 likes How much do refugees and …
The exact same thing is happening in Australia, there is an estimated over 300,000 people here, mainly Indians that are here illegally. Their visas have expired or have been cancelled and are refusing to leave. …
The exact same thing is happening in Australia, there is an estimated over 300,000 people here, mainly Indians that are here illegally. Their visas have expired or have been cancelled and are refusing to leave. Our government has done nothing to force them to leave.
Identity Attack0.06749674
Insult0.017420914
Profanity0.013576009
Threat0.006874025
Severe Toxicity0.0019073486
Low Tox 0.07371122 Constructive 0.638 Comparative_Framing
Sep 29, 2025 IRCC Names India in Study …
The name should tell these people everything. It was TEMPORARY, it ended, time to go home. Canada owes them nothing. Why is that so hard to understand and why these immigration lawyers have a problem …
The name should tell these people everything. It was TEMPORARY, it ended, time to go home. Canada owes them nothing. Why is that so hard to understand and why these immigration lawyers have a problem following the law?
Identity Attack0.030433474
Insult0.024640027
Profanity0.010894509
Threat0.0067316215
Severe Toxicity0.0016403198
Low Tox 0.07291982 Moderate Con 0.312 Policy_Critique
Jan 15, 2026 5 likes 2.9 million Canadian temporary visas …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants …
It does work… In the end, after 10 years, the liberals won again. I don’t see any reason for them to change their ways if it brings them success in our democracy. The new immigrants make a powerful voting block and as your numbers increase, their power will also increase… And I do think Canada is a very attractive destination, given all the government subsidies… Healthcare, dental care, child care, Pharma care… Subsidized, housing… To say nothing of the special refugee and immigrant programs…
Identity Attack0.030175667
Insult0.027841117
Profanity0.015557245
Threat0.0067316215
Severe Toxicity0.001964569
Low Tox 0.069754265 Constructive 0.68 Policy_Critique
Jun 20, 2025 How Canada broke its immigration …
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
The Shirtless guy’s neighbors house look well taken care of. What mess they make inside is not bothering him. 14 people in a home in that home is lot but nothing excessive.
Identity Attack0.004920715
Insult0.03158728
Profanity0.013951761
Threat0.0067057298
Severe Toxicity0.0012302399
Low Tox 0.069754265 Moderate Con 0.371 Personal_Narrative
Oct 8, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)
The Liberals will do nothing those are their votes
The Liberals will do nothing those are their votes
Identity Attack0.026408968
Insult0.023028618
Profanity0.016172111
Threat0.0077672824
Severe Toxicity0.0016117096
Low Tox 0.069754265 Low Con 0.164
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Yeah, that means nothing. Rules don’t apply to illegal Liberal votes.
Yeah, that means nothing. Rules don’t apply to illegal Liberal votes.
Identity Attack0.032753747
Insult0.024382202
Profanity0.012585391
Threat0.006440342
Severe Toxicity0.0013160706
Low Tox 0.06896287 Low Con 0.179
Jan 15, 2026 1 likes 2.9 million Canadian temporary visas …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you …
Afraid. Not asleep. People see hear and feel it. The media are helping the GOVT hide that they have lost control and the host is the hostage. That Indian guy is right What are you going to do about it. Nothing and they know it. So maybe this is the shot across the bow letting us know its going to be that way whether we want it to or not.
Identity Attack0.022992345
Insult0.021803947
Profanity0.015079016
Threat0.012233571
Severe Toxicity0.0019359589
Low Tox 0.06817148 Moderate Con 0.465
Aug 31, 2025 2 likes Why Canadians Are Turning Against …
This reads like Soviet news. All reports are glorious, nothing to admit is broken
This reads like Soviet news. All reports are glorious, nothing to admit is broken
Identity Attack0.016159095
Insult0.021675033
Profanity0.015591404
Threat0.007262398
Severe Toxicity0.0018405914
Low Tox 0.067380086 Low Con 0.114 Policy_Critique
Jan 14, 2026 Canada’s new rules in 2026
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working …
Here's the root of most of the problems, its gov. policy, you take in a million new people a year, give them everything and your dollar ends up losing value, so even though your working hard, you cannot get ahead in this country. So you end up going into a debt that you can't pay off and the problems increase. Taxes go up value of the dollar keeps going down, so in the end its a no win situation for most of the general population and its the same when you retire, you get an income that's not enough even to pay for rent in the city you were brought up in. This is a very serious problem and gov. does not seem to do anything about it, food banks are overwhelmed along with medical staff, food prices and rents have gone out of sight as far as prices are concerned. We have a national debt that never gets paid and a gov. that spends more money than it takes in in taxes. And a dollar thats going to H in a handbasket. Too much crime, too much violence, too many traffic jams and too much drug use. I have written to this liberal gov. and told them how to fix these problems but they don't listen, their agenda is with the WEF, you will have nothing and you will be happy, right, no. Canada is now a bankrupt country and going to a third world status, I guess you get what you vote for and I did not vote for this gov. to ruin the country. Hey note that this is just the start, its going to get a whole lot worse down the road as we all suffer another great depression, then things really get bad.
Identity Attack0.008176526
Insult0.029163294
Profanity0.017982552
Threat0.0068869707
Severe Toxicity0.0017166138
Low Tox 0.0665887 Constructive 0.691 Economic_Argument
Aug 28, 2025 6 likes Why Canadians Are Turning Against …
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Identity Attack0.011469335
Insult0.02618698
Profanity0.012312118
Threat0.007870848
Severe Toxicity0.0015449524
Low Tox 0.0665887 Low Con 0.211
Aug 25, 2025 106 likes Why Canadians Are Turning Against …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!! Justice matters!!
Identity Attack0.0048837173
Insult0.023608726
Profanity0.012312118
Threat0.021127338
Severe Toxicity0.0021648407
Low Tox 0.06579731 Constructive 0.641 Call_To_Action
Feb 18, 2026 29 likes Canadian immigration officers investigating hundreds …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please …
Make it make sense to me how a refugee, legitimate or not, gets better welfare, housing, medical and dental care while the average Canadian get's little to nothing or is living on the street? Please square that? On what grounds do the LIEberals base and justify this???
Identity Attack0.031206898
Insult0.023479814
Profanity0.011389818
Threat0.006433869
Severe Toxicity0.0015830994
Low Tox 0.06579731 Moderate Con 0.492 Question
Feb 17, 2026 7 likes LILLEY UNLEASHED: The fall of …
There’s nothing down there I need to see or do that bad to be treated like a criminal
There’s nothing down there I need to see or do that bad to be treated like a criminal
Identity Attack0.0035630031
Insult0.009448885
Profanity0.0001628137
Threat0.010949813
Severe Toxicity0.000013081967
Low Tox 0.06238377 Comparative_Framing
Dec 9, 2025 15 likes
America has nothing Canada needs,especially Donald Trump.
America has nothing Canada needs,especially Donald Trump.
Identity Attack0.0064120363
Insult0.03198573
Profanity0.00012539669
Threat0.00038036652
Severe Toxicity0.0000038658154
Low Tox 0.062322762
Dec 8, 2025 1 likes
Nothing will last for long belive in that! Those who are taking over will come to an end!
Nothing will last for long belive in that! Those who are taking over will come to an end!
Identity Attack0.0049577127
Insult0.018581128
Profanity0.013336895
Threat0.014911477
Severe Toxicity0.0019073486
Low Tox 0.06104896 Low Con 0.219
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
They have to cut it by at least half if not, 75% these cuts are nothing literally nothing
They have to cut it by at least half if not, 75% these cuts are nothing literally nothing
Identity Attack0.004994711
Insult0.015568925
Profanity0.027547138
Threat0.014911477
Severe Toxicity0.0023555756
Low Tox 0.06065326 Low Con 0.128
Jan 4, 2026 New rules, regulations take effect …

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.