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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: "How can all these refugees …" 390 comments · Page 11 of 16
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
The liberal party has wasted over 70 billion on immigrants.. refugees over 20 billion in 2020 alone ...this is not Conservative party policy..this mass taxpayers funded invasion will solely fall on the liberals 🇨🇦
Identity Attack0.06294931
Insult0.04149419
Profanity0.012380436
Threat0.007935578
Severe Toxicity0.0025367737
Low Tox 0.14082454 Moderate Con 0.327 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Why are they all being put thur because all the government workers are working from home and don’t want this refugee claimants at their homes to meet them. Just put them thur.
Identity Attack0.06613251
Insult0.03710241
Profanity0.015215653
Threat0.021645326
Severe Toxicity0.003967285
Low Tox 0.14082454 Moderate Con 0.32 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
In a staff of 22.... i and 3 other are the only natural canadians... most are "refugees" yet... some go back to where they left... to see family... how...the f$ck..
In a staff of 22.... i and 3 other are the only natural canadians... most are "refugees" yet... some go back to where they left... to see family... how...the f$ck..
Identity Attack0.08252834
Insult0.045593183
Profanity0.03389629
Threat0.007081157
Severe Toxicity0.0036239624
Low Tox 0.1373533 Constructive 0.584
Nov 21, 2025 Thousands of refugees allowed into …
How about all the college and universities that took big money from foreign students to only have them drop out and claim refugee status , make them pay for their deportation
How about all the college and universities that took big money from foreign students to only have them drop out and claim refugee status , make them pay for their deportation
Identity Attack0.10221587
Insult0.029604018
Profanity0.013131939
Threat0.009851551
Severe Toxicity0.0029182434
Low Tox 0.1373533 Low Con 0.257
Dec 31, 2025 1 likes Deportations From Canada at Their …
Stop calling them refugees. All men, in their 20s to 40s. They’re soldiers, ready to take over.
Stop calling them refugees. All men, in their 20s to 40s. They’re soldiers, ready to take over.
Identity Attack0.078392304
Insult0.032909457
Profanity0.015318131
Threat0.012906751
Severe Toxicity0.0031852722
Low Tox 0.13561769 Low Con 0.257
Nov 20, 2025 Thousands of refugees allowed into …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but …
refugees or someone who comes into this country due to a disaster and they have nowhere to live what she's talking about is somebody requesting a visa. I've been through this system not me but I've looked it all up and yes if somebody wants to come here to America on a visa somebody hast to be willing to take care of them. But when somebody crosses the border that has no one here We pay for them. When Cuba had that hurricane all those people came here because they had nowhere to live they are citizens but yeah that's what you would call a refugee
Identity Attack0.08087392
Insult0.047349896
Profanity0.043165036
Threat0.008298059
Severe Toxicity0.0039482117
Low Tox 0.13388206 Constructive 0.806
Feb 15, 2020 How much do refugees and …
Interesting how this video was meant to convince is that it beneficial to take refugees but after seeing “all of what they get” as opposed to “all of what we dont get” .. i kind …
Interesting how this video was meant to convince is that it beneficial to take refugees but after seeing “all of what they get” as opposed to “all of what we dont get” .. i kind of feel dooped
Identity Attack0.04203484
Insult0.032028005
Profanity0.03765389
Threat0.009023022
Severe Toxicity0.0031089783
Low Tox 0.13041082 Low Con 0.269
Oct 7, 2019 1 likes How much do refugees and …
Syracuse NY. We have Burmese, Somalis, Bosnians, Vietnamese,..since the 90s tons of refugees and immigrants from Pakistan and Egypt and syria
Syracuse NY. We have Burmese, Somalis, Bosnians, Vietnamese,..since the 90s tons of refugees and immigrants from Pakistan and Egypt and syria
Identity Attack0.11860296
Insult0.027218282
Profanity0.017436003
Threat0.0074436385
Severe Toxicity0.0035858154
Low Tox 0.11912931 Constructive 0.575
Jan 27, 2026 Inside Canada's Indian Invasion...
I would day no refugees get anything beyond emergency or maintenance health care. And no appeals.
I would day no refugees get anything beyond emergency or maintenance health care. And no appeals.
Identity Attack0.09245483
Insult0.029383656
Profanity0.012380436
Threat0.008505191
Severe Toxicity0.0032997131
Low Tox 0.1182615 Moderate Con 0.306 Policy_Critique
Feb 24, 2026 1 likes 'We do know that there's …
The difference between the 60,000 Vietnamese boat people that came to Canada and the current wave of refugees is that the boat people were by and large law abiding people who are willing to accept …
The difference between the 60,000 Vietnamese boat people that came to Canada and the current wave of refugees is that the boat people were by and large law abiding people who are willing to accept our law, customs, culture and way of life. Several of my close friends are boat people. The current wave of refugees want Canada to adopt their way of life, some are abusive to local residence and are disrespectful to our culture, their neighbours and damage the hotels that they stay in when they first set foot in this country. I am all for accepting refugees. But send them back if they refuse to integrate into our society.
Identity Attack0.07094744
Insult0.062150877
Profanity0.015523086
Threat0.008116818
Severe Toxicity0.0031471252
Low Tox 0.11652588 Constructive 0.755
Oct 22, 2018 16 likes How much do refugees and …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants …
It's a lie that refugees give back more than they take. Stats for 2011 show that immigrants take, on average, about $6K a year more than they pay in tax. The government mantra that immigrants pay Canadians social security checks after they have been here a while is bogus propaganda. Canadians may want to take people in knowing they will be a burden to taxpayers and that's one thing, we do have big hearts, but the truth should be told to the taxpayers who end up paying for it. Don't you think?
Identity Attack0.051808115
Insult0.060927123
Profanity0.013166099
Threat0.0064144502
Severe Toxicity0.0020503998
Low Tox 0.11652588 Constructive 0.716
Aug 13, 2018 1 likes How much do refugees and …
Refugees to Canada is a bit of a sham, the international law that Canada is obligated to follow requires claimant to make claim in the first safe country. Canada has gone beyond the law to …
Refugees to Canada is a bit of a sham, the international law that Canada is obligated to follow requires claimant to make claim in the first safe country. Canada has gone beyond the law to accept claimants despite this factor. Geographically speaking, it's basically impossible to escape anywhere and find yourself in Canada first.
Identity Attack0.060675595
Insult0.053791173
Profanity0.013712646
Threat0.0065050707
Severe Toxicity0.0022697449
Low Tox 0.115658075 Moderate Con 0.419
Dec 26, 2025 Deportations From Canada at Their …
This is coming from CBC, funded by the government. Of course they want people to love foreigners and refugees, they'll do all the minimum wage jobs nobody else wants because companies won't pay their employees …
This is coming from CBC, funded by the government. Of course they want people to love foreigners and refugees, they'll do all the minimum wage jobs nobody else wants because companies won't pay their employees a living wage. Plus the govt gets all that juicy tax revenue.
Identity Attack0.04023018
Insult0.057890166
Profanity0.020032106
Threat0.0062914654
Severe Toxicity0.0019836426
Low Tox 0.11479026 Moderate Con 0.422
Apr 18, 2023 1 likes How much do refugees and …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re …
As a Ukrainian: we don’t have any refugee status. And we hardly worked since we got here. We almost got on streets because we couldn’t find jobs (miracle from Heaven that we found) If you’re gonna protest: and I will be deported with all others- I don’t mind. You have total right for it. I wish I knew all this before we came…
Identity Attack0.073429056
Insult0.026058068
Profanity0.022354934
Threat0.01238892
Severe Toxicity0.0037574768
Low Tox 0.11398677 Constructive 0.689 Personal_Narrative
Sep 14, 2025 1 likes Why Canadians Are Turning Against …
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 …
Then you got 1 million refugees crossing the boarder, doesn't even scratch
Then you got 1 million refugees crossing the boarder, doesn't even scratch
Identity Attack0.059311368
Insult0.030044744
Profanity0.017026093
Threat0.0086087575
Severe Toxicity0.0024414062
Low Tox 0.11378009 Low Con 0.239
Dec 30, 2025 Deportations From Canada at Their …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are …
In New Brunswick, the fast foods runs on Indian labor. You will notice that they all speak English. As someone who experienced the Canadian immigration system, I can tell you that the way they are doing it is far superiors the way the US does it. They actually try to determine if you're going to be a detriment to the society you're moving into. For example, if you are unable to prove that you won't be financially reliant on the state, they won't let you in. There are probably exceptions for refugees.
Identity Attack0.08583717
Insult0.046178754
Profanity0.018529098
Threat0.0076637166
Severe Toxicity0.0032424927
Low Tox 0.11347008 Constructive 0.687
Jan 27, 2026 Inside Canada's Indian Invasion...
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of …
All of Canada should implement this..stop all immigration..asylum seekers for 5years..Help build a future for our Canadian children. There is enough talent in our Canadian youth if the government can help train them instead of giving it to the refugees and asylum seekers who get more money than our Seniors or youth
Identity Attack0.10221587
Insult0.03158728
Profanity0.010211324
Threat0.007365964
Severe Toxicity0.0032997131
Low Tox 0.11347008 Constructive 0.55
Nov 23, 2025 Quebec Ends Economic Immigration Program …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop …
All Political Parties - NDP and Liberals Supported them. No Extention, they Claim Refugee Status - get 2 Year Open Work Permit and Get everything Free. Stop Refugee Claimant Process. Why Govt can not stop the refugee claims for these Students? Stop Refugee Claim Process. A Criminal Nijar whose PR was Denied 3 times was running a Business in Canada.
Identity Attack0.025002124
Insult0.06442356
Profanity0.01261955
Threat0.0069516995
Severe Toxicity0.0020313263
Low Tox 0.113263406 Moderate Con 0.492 Policy_Critique
Sep 30, 2025 IRCC Names India in Study …
People who make false refugee claim should be forced to pay for the who cost.
People who make false refugee claim should be forced to pay for the who cost.
Identity Attack0.0440973
Insult0.028171662
Profanity0.015898837
Threat0.028897164
Severe Toxicity0.002937317
Low Tox 0.11305673 Low Con 0.259 Policy_Critique
Dec 24, 2025 25 likes Deportations From Canada at Their …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself …
$50K in the first year? I should have applied as a refugee instead of skilled worker 😂, instead of spending $10k just in immigration paperwork + airfare and then another $20k just to support myself (with no welfare) in the first year that I couldn't find a job because I didn't have "Canadian experience". I'm not against refugees but I think 50k is too much, especially if they are getting free housing. There are a lot of things wrong with our immigration system, and I think patronizing immigrants (instead of empowering them) is the cause of most problems.
Identity Attack0.060675595
Insult0.04442204
Profanity0.02249157
Threat0.006861079
Severe Toxicity0.002937317
Low Tox 0.112643376 Constructive 0.769
Nov 22, 2018 8 likes How much do refugees and …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our …
To keep citizens a priority over the influx of immigrants and refugees Denmark had cut welfare benefits to illegal immigrants and refugees and many began leaving to more profitable countries (in benefits). Why has our country not put something like that in place? It definitely would sort out those who came for the 'freebies'.  ~ Denmark's ‘integration benefit'  measure was a significantly lower benefit level being offered to people who have resided in Denmark for less than seven of the past eight years. Foreigners will also receive a financial incentive to learn the language. These were 'integration benefits'. Citizens who have lived outside of the EU (or country?) for seven of the past eight years were also subjected to the new rules. The purpose, to make Denmark a less attractive destination while making it more attractive to work and contribute to Danish society.  It reduced the flow in to a more manageable number.
Identity Attack0.08831879
Insult0.031917825
Profanity0.024814399
Threat0.008401625
Severe Toxicity0.003490448
Low Tox 0.112540044 Constructive 0.608
Jul 19, 2019 3 likes How much do refugees and …
I know how much they get....Eritrean rufugees get 82,000 per year, in payments. This system is broken....I've seen the paperwork through a co-worker (Refugee).
I know how much they get....Eritrean rufugees get 82,000 per year, in payments. This system is broken....I've seen the paperwork through a co-worker (Refugee).
Identity Attack0.10221587
Insult0.02657372
Profanity0.016137952
Threat0.0067769317
Severe Toxicity0.0023555756
Low Tox 0.112436704 Constructive 0.723
Jul 6, 2025 How much do refugees and …
They will get 6 months in prison and refugee status when they are released
They will get 6 months in prison and refugee status when they are released
Identity Attack0.02721288
Insult0.020966014
Profanity0.016547862
Threat0.035803676
Severe Toxicity0.0032234192
Low Tox 0.11223003 Low Con 0.205 Unverified_Claim
Feb 19, 2026 Canadian immigration officers investigating hundreds …
This is happening to many other countries after letting refugees and immigrants move here.
This is happening to many other countries after letting refugees and immigrants move here.
Identity Attack0.10221587
Insult0.023995465
Profanity0.011970525
Threat0.0065956907
Severe Toxicity0.0023269653
Low Tox 0.11212669 Moderate Con 0.391 Comparative_Framing
Sep 13, 2025 1 likes Why Canadians Are Turning Against …

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.