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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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Search comment text, filter by category or toxicity level
Active: "That's just what we want …" 1,718 comments · Page 53 of 69
I’m not racist we were all immigrants at one time, but I don’t remember being asked by the government if we want to invite this many of any race into the country. Everything is good …
I’m not racist we were all immigrants at one time, but I don’t remember being asked by the government if we want to invite this many of any race into the country. Everything is good in moderation, not floodgates.
Identity Attack0.10221587
Insult0.030926194
Profanity0.02023706
Threat0.006874025
Severe Toxicity0.002746582
Low Tox 0.1140901 Constructive 0.634
Aug 27, 2025 Why Canadians Are Turning Against …
I don’t get! Why is that the immigrant community who becomes the grand majority always comes from a background where their country is in shambles and want to implement their rules on a country and …
I don’t get! Why is that the immigrant community who becomes the grand majority always comes from a background where their country is in shambles and want to implement their rules on a country and people who took them in ?! I truly don’t get it
Identity Attack0.09576365
Insult0.0314771
Profanity0.019212283
Threat0.0062914654
Severe Toxicity0.0021648407
Low Tox 0.11398677 Moderate Con 0.499 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Are federal governments going into communism pretty much they want to crash the labor market to make a lot of money so the rich get richer and the poor get poorer
Are federal governments going into communism pretty much they want to crash the labor market to make a lot of money so the rich get richer and the poor get poorer
Identity Attack0.05612817
Insult0.034782536
Profanity0.02023706
Threat0.009722093
Severe Toxicity0.0030326843
Low Tox 0.11388343 Low Con 0.229 Policy_Critique
Aug 27, 2025 Why Canadians Are Turning Against …
If Canadian businesses don't want to pay decent wages to Canadian citizens, they have no moral right to exist.
If Canadian businesses don't want to pay decent wages to Canadian citizens, they have no moral right to exist.
Identity Attack0.07921951
Insult0.033790905
Profanity0.0118338885
Threat0.008841781
Severe Toxicity0.0025367737
Low Tox 0.11378009 Low Con 0.239 Moral_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
The problem with consultancy and agents doing false promises to student about canada dream getting easy pr and few communities also involved in canada.canada government an NDP opposition want illegal immigrants for they political benefits.
Identity Attack0.073429056
Insult0.046764325
Profanity0.011184863
Threat0.006427396
Severe Toxicity0.0017929077
Low Tox 0.11378009 Constructive 0.504
Sep 28, 2025 IRCC Names India in Study …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then …
Why should refugees get better health care than Canadian taxpayers? I'm referring to physio and vision care which are not free to Canadians. Emergency health care yes, anything else no. Especially charged criminals who then apply as refugees. How about the 35,000 'students' who want to overstay their visas.
Identity Attack0.06431354
Insult0.047349896
Profanity0.011765569
Threat0.006809296
Severe Toxicity0.0021457672
Low Tox 0.11378009 Constructive 0.532 Policy_Critique
Feb 25, 2026 'We do know that there's …
They want conflict because the government wants discrimination and depopulation.
They want conflict because the government wants discrimination and depopulation.
Identity Attack0.039714564
Insult0.028502205
Profanity0.016069634
Threat0.012337137
Severe Toxicity0.0026893616
Low Tox 0.11367676 Low Con 0.15 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Yes, don’t trust the government of Canada or any other country that wants to select immigrants based on what they can contribute to the country in the long term.
Identity Attack0.10221587
Insult0.02708937
Profanity0.011423977
Threat0.006738094
Severe Toxicity0.0025749207
Low Tox 0.11367676 Moderate Con 0.308 Policy_Critique
Nov 22, 2025 Quebec Ends Economic Immigration Program …
If they don't want to assimilate and follow the countries customs/laws then they shouldn't be allowed in, goes for any country in the world.
If they don't want to assimilate and follow the countries customs/laws then they shouldn't be allowed in, goes for any country in the world.
Identity Attack0.08170113
Insult0.024768941
Profanity0.01535229
Threat0.009981008
Severe Toxicity0.00333786
Low Tox 0.11357342 Moderate Con 0.361 Policy_Critique
Mar 2, 2026 1 likes Inside Canada's Indian Invasion...
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not …
She didn't work in her field for 1 1/2 year as a new migrant. TELL US. How long should we pay for immigrants to live and not work for. She's saying 1.5 years is not enough. So we have to feed them for 5-10 years before they contribute? I WANT PAID VACATION IN HAWAII TOO WITH EVERYTHING INCLUDED. Why am I not getting it? I've never spent 1.5 years not working and I'm 38 years old. WTH
Identity Attack0.049989145
Insult0.033680726
Profanity0.069969244
Threat0.0068999166
Severe Toxicity0.0038146973
Low Tox 0.11357342 Constructive 0.73 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, …
Canada calls students to give them PGWP after finishing their educations in Canada. The students pay ultra high education and life expenses. Then, Canada says we don’t need this much skilled worker as white collar, but you can works as uber drivers or Tim Hortons workers. The reason is Canadian youths don’t want to work in those odd jobs. However, Canadian people complain about the immigrant odd workers. They think economy is bad because of those immigrants who paid thousands of dollars for education and have been working in odd jobs. This is stupidity. Canada government exploits immigrant students by making them spend thousands for education and can only provide odd jobs for most of the immigrant students who hold PGWP work visa. Then some almost-racist Canadian folks stand against immigrants who have actually been exploited.
Identity Attack0.08831879
Insult0.045593183
Profanity0.016889455
Threat0.007197669
Severe Toxicity0.0031089783
Low Tox 0.11357342 Constructive 0.589 Policy_Critique
Oct 4, 2025 IRCC Names India in Study …
Canada wants to turn the United States into its landfill
Canada wants to turn the United States into its landfill
Identity Attack0.048995655
Insult0.029493837
Profanity0.022013342
Threat0.020264024
Severe Toxicity0.0046157837
Low Tox 0.11347008 Low Con 0.195 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired …
Im an immigrant from Colombia living in Canada. I moved here because I legit wanted to study this program I was interested in and improve my English. After finishing my studies a tech company hired me and I've been working here for over 4 years. I am shocked at some of the things I've seen, the corruption, the lack of law enforcement, the scams, all the sketchy things that happen within certain immigrant demographics. No one's looking into it, journalists, the government, no one does anything about it. I'm not anti immigration because im one myself but I do think there needs to be more strict regulation and the government needs to look into the scams that are going on in this country.
Identity Attack0.06431354
Insult0.053791173
Profanity0.02433617
Threat0.0077154995
Severe Toxicity0.0030517578
Low Tox 0.113263406 Constructive 0.84 Personal_Narrative
Jan 29, 2026 3 likes Inside Canada's Indian Invasion...
We need to stop the fake documents coming to canada in india you can buy any documents you want the numbers are way out of wack its happening in most countries
We need to stop the fake documents coming to canada in india you can buy any documents you want the numbers are way out of wack its happening in most countries
Identity Attack0.04822223
Insult0.047935467
Profanity0.021056883
Threat0.0069646453
Severe Toxicity0.002117157
Low Tox 0.113263406 Moderate Con 0.314 Policy_Critique
Feb 22, 2026 Inside Canada's Indian Invasion...
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
If Canadians want to pay higher taxes, go ahead and let more immigrants in.
Identity Attack0.1015541
Insult0.02708937
Profanity0.012107162
Threat0.0077802283
Severe Toxicity0.0027275085
Low Tox 0.113263406 Moderate Con 0.315 Economic_Argument
Feb 11, 2026 Canada's tighter immigration policy divides …
I want to give her a Punjab
I want to give her a Punjab
Identity Attack0.026007013
Insult0.027218282
Profanity0.057443913
Threat0.029415153
Severe Toxicity0.007019043
Low Tox 0.11316007 Constructive 0.509
Jan 27, 2026 Inside Canada's Indian Invasion...
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards …
Regarding our military, no one wants to join because it is an absolute mess. So now Carney wants to bring in mercenaries to bolster the military ranks. Personnel with no allegiance, love, or empathy towards Canadians. A force willing to do whatever is asked of them, no moral affinity with Canadians whatsoever. Makes you wonder why they are choosing this path. Draw your own conclusions.
Identity Attack0.024801146
Insult0.06285016
Profanity0.013678487
Threat0.006763986
Severe Toxicity0.001783371
Low Tox 0.11305673 Moderate Con 0.386 Fear_Threat
Feb 27, 2026 9 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
My advice to the lady who makes 2700 a month, she wants advice. Well everyone i know is upset all the same. Everyone is struggling. I strongly advise to research your enemy. The politicians who …
My advice to the lady who makes 2700 a month, she wants advice. Well everyone i know is upset all the same. Everyone is struggling. I strongly advise to research your enemy. The politicians who perpetuated this and the people who refuse to recognize the dsmage and support until they selfishly only change due to direct impact on them. I advise to secure peace and tranquility you must prepare for war
Identity Attack0.007954539
Insult0.026831545
Profanity0.018324144
Threat0.047835086
Severe Toxicity0.0034332275
Low Tox 0.112850055 Constructive 0.774
Aug 29, 2025 Why Canadians Are Turning Against …
Want to hear some real BS? Toronto renamed one of its most famous downtown squares some word from Ghana. GHANA!?!?
Want to hear some real BS? Toronto renamed one of its most famous downtown squares some word from Ghana. GHANA!?!?
Identity Attack0.008620501
Insult0.036435258
Profanity0.09486605
Threat0.0073918556
Severe Toxicity0.0039863586
Low Tox 0.112850055 Low Con 0.209
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that …
How many of these people can vote? Are they citizens or just PR? If they can't vote then the canadians are free to choose a leader who doesn't want immigrants. If the opposite happens that simply means canadians don't care so much about immigrants.
Identity Attack0.10221587
Insult0.029383656
Profanity0.013371054
Threat0.006809296
Severe Toxicity0.0021839142
Low Tox 0.112850055 Moderate Con 0.452
Oct 12, 2025 Inside Canada's Indian Metropolis (Brampton)
Canadian here. It doesn't divide Canadians, pretty much everyone, unanimously wants the numbers at least lowered. There are maybe some exceptions, but those are far left extremists
Canadian here. It doesn't divide Canadians, pretty much everyone, unanimously wants the numbers at least lowered. There are maybe some exceptions, but those are far left extremists
Identity Attack0.062039822
Insult0.05262003
Profanity0.012858666
Threat0.0068999166
Severe Toxicity0.0018405914
Low Tox 0.112850055 Constructive 0.589 Identity_Assertion
Feb 14, 2026 Canada's tighter immigration policy divides …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
facepalm -1:53 This is not true for the whole of India - I only see few communities of Indians , India is much more than what you see here.. Not everyone wants to go to …
facepalm -1:53 This is not true for the whole of India - I only see few communities of Indians , India is much more than what you see here.. Not everyone wants to go to Canada/America
Identity Attack0.10221587
Insult0.023866551
Profanity0.01941724
Threat0.00713294
Severe Toxicity0.00289917
Low Tox 0.112436704 Constructive 0.566 Policy_Critique
Feb 22, 2026 Inside Canada's Indian Invasion...
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and …
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and across the country
Identity Attack0.09741807
Insult0.03588435
Profanity0.014464149
Threat0.007624879
Severe Toxicity0.003929138
Low Tox 0.112333365 Constructive 0.524 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
bro how did i miss this i lowkey want to meet u one day
bro how did i miss this i lowkey want to meet u one day
Identity Attack0.009545447
Insult0.025542418
Profanity0.08096472
Threat0.018364733
Severe Toxicity0.005836487
Low Tox 0.112333365 Moderate Con 0.426 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...

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.