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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 #}

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Active: "This is how Elections are …" 178 comments · Page 6 of 8
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Immigrants overflowing from Bampton into Mississauga and neighbouring areas. Liberals and NDP brought them in to buy votes for a majority win in Canada's elections.
Identity Attack0.056582913
Insult0.02708937
Profanity0.010706633
Threat0.006686311
Severe Toxicity0.0016975403
Low Tox 0.09828771 Moderate Con 0.403
Nov 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits …
Indian government warned about criminals coming to canada and requested to send them back so they can be prosecuted in india but canada government refused. Its Canadian government fault to allow such unversities to exits and issuing so many student visas. Canadians should hold government accountable and elected members and see who gets profit by forming such enterprises.
Identity Attack0.06340405
Insult0.030154925
Profanity0.010774951
Threat0.0074048014
Severe Toxicity0.0019836426
Low Tox 0.0969861 Moderate Con 0.466 Policy_Critique
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Trucker freedom convoy are persecuted. Dont you think all the political leaders who we elected should be held accountable for this mess?
Trucker freedom convoy are persecuted. Dont you think all the political leaders who we elected should be held accountable for this mess?
Identity Attack0.00828752
Insult0.035443626
Profanity0.015557245
Threat0.008634649
Severe Toxicity0.0016117096
Low Tox 0.09655223 Moderate Con 0.375 Call_To_Action
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Two Solutions: 1- Must remove asylum seekers quicker, 6 months? 2- THe Supreme Cpourt, unelected and appointed must stop MAKING LAWS, the job of our Elected Representatives.
Identity Attack0.023997234
Insult0.021417208
Profanity0.012243799
Threat0.02682521
Severe Toxicity0.0032806396
Low Tox 0.09525062 Moderate Con 0.384 Policy_Critique
Feb 26, 2026 6 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I believe the last 2 elections where rigged .
I believe the last 2 elections where rigged .
Identity Attack0.0050687063
Insult0.031807642
Profanity0.024814399
Threat0.007534259
Severe Toxicity0.001745224
Low Tox 0.09394901 Low Con 0.289 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
You should live up to your obligation and leave, and I wish you the best of luck in your endeavors. Dont wait leave until the populists get elected, they ask you to leave in a …
You should live up to your obligation and leave, and I wish you the best of luck in your endeavors. Dont wait leave until the populists get elected, they ask you to leave in a much unfriendlier way.
Identity Attack0.0051797
Insult0.033680726
Profanity0.011680172
Threat0.007857903
Severe Toxicity0.0012302399
Low Tox 0.0926474 Constructive 0.537 Fear_Threat
Jan 22, 2026 2.9 million Canadian temporary visas …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. …
all the left-wing parties do exactly the same thing: bring in lots of people, manipulate election, and claim more control. they are all the same. Look what happened in Europe, UK, Australia, NewZealand, and UsA. Canadian people, wake up, Vote Conservatives, Save Canada.
Identity Attack0.029144434
Insult0.032689095
Profanity0.011184863
Threat0.0067834044
Severe Toxicity0.0015544891
Low Tox 0.0926474 Moderate Con 0.388 Policy_Critique
Feb 26, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Think election fraud ?
Think election fraud ?
Identity Attack0.0032373124
Insult0.035333443
Profanity0.016103793
Threat0.0065115434
Severe Toxicity0.0014686584
Low Tox 0.08874765 Low Con 0.209 Unverified_Claim
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
elections are rigged. no one asked for any of this.
elections are rigged. no one asked for any of this.
Identity Attack0.0036627878
Insult0.028612386
Profanity0.018529098
Threat0.0070034824
Severe Toxicity0.001335144
Low Tox 0.08637348 Low Con 0.187 Unverified_Claim
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
This is also why we have so many Indian MPs in the HOC, once these people take over an area, they only elect their own.
This is also why we have so many Indian MPs in the HOC, once these people take over an area, they only elect their own.
Identity Attack0.060675595
Insult0.02425329
Profanity0.01805087
Threat0.008220384
Severe Toxicity0.0022029877
Low Tox 0.083999306 Low Con 0.277 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. The truth about refugees aftermath is that, the large majority of refugees in Canada coming originally from third world countries, live on Social Assistance for several years, some for life, knowing that the Canadian government will provide for them anything they need (Ironically there are very few statistics on this matter and no statistics at all since 2015, when the current government was elected).
Identity Attack0.04048799
Insult0.029053112
Profanity0.015625564
Threat0.006602164
Severe Toxicity0.0020503998
Low Tox 0.081625134 Constructive 0.635
Oct 15, 2019 2 likes How much do refugees and …
And our newly elected Messiah has doubled those numbers. Thanks again liberal voters.
And our newly elected Messiah has doubled those numbers. Thanks again liberal voters.
Identity Attack0.028016793
Insult0.023866551
Profanity0.014327513
Threat0.00704232
Severe Toxicity0.0019454956
Low Tox 0.07371122 Low Con 0.208
Jun 19, 2025 How Canada broke its immigration …
Next election vote conservative, problem solved lol
Next election vote conservative, problem solved lol
Identity Attack0.009915425
Insult0.021417208
Profanity0.01893901
Threat0.008285114
Severe Toxicity0.0019264221
Low Tox 0.06263174 Low Con 0.203
Oct 4, 2025 How Canada broke its immigration …
As a decedant of 1680 acadains that fleed my hometown brampton to a safe place, I approve of this message. I had the only canadain flag on my crescent until I took in down on …
As a decedant of 1680 acadains that fleed my hometown brampton to a safe place, I approve of this message. I had the only canadain flag on my crescent until I took in down on the last election eve. Im no longer proud of my country.
Identity Attack0.03919895
Insult0.020321451
Profanity0.010826191
Threat0.0068869707
Severe Toxicity0.0016593933
Low Tox 0.06184035 Constructive 0.648 Personal_Narrative
Aug 25, 2025 10 likes Why Canadians Are Turning Against …
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Doug ford now goingbtobthebuS governors,how is that so different to the Jjavanibtrip, at least javanibtold everyone, Doug just sticking into election interference in the USA
Identity Attack0.005105704
Insult0.0279513
Profanity0.014293353
Threat0.006815769
Severe Toxicity0.0013256073
Low Tox 0.05898502 Low Con 0.203 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
no, the "new" pm wasn't elected, he was selected to do exactly what was required of him, and now Canadians suffer for it.
Identity Attack0.013948337
Insult0.02425329
Profanity0.010774951
Threat0.009074804
Severe Toxicity0.0013637543
Low Tox 0.058737632 Moderate Con 0.415 Unverified_Claim
Sep 4, 2025 Why Canadians Are Turning Against …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by …
Well...we all see it, we all live it, we all know what the problem is, we all know how it came about, and we all know what has to happen...An example, can be seen, by looking to the South.. We know it takes us goin out to the poles by the millions, to vote, in order to elect, who we think is best for the country,..but then we expect small groups, of only a few100, to be capable of affecting change, with such major, post electoral issues, as this. Make no mistake, this, Canada, has already become a completely different place,..it's no longer the home we knew and loved, as it was. All those aspects are gone. And this is just the beginning. Wars Will Happen, in our cities.. Yes I'm just some guy that was born here in Canada, 61yrs ago. What I'm saying, is what I've been seeing, for decades. Rules and guidelines, and laws, need to passed. If you come to a foreign country, to live,..you practice, and learn their ways, and become one with them. None of this Social Separation B.S...If you want to live as you did in the country you left, find a secluded island, or go back to where you came from. It,s not just illegals that are being a problem.
Identity Attack0.011839314
Insult0.028832749
Profanity0.01579636
Threat0.0069387536
Severe Toxicity0.001707077
Low Tox 0.058737632 Constructive 0.793 Fear_Threat
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when …
I don't know how every day Canadians are expected to fix this mess when our wealthy, well connected ppl can't. Based on the last two elections - voting isn’t going to fix it either when elections are being rigged and infringed upon. I love my Country but I would welcome being the 51 st state right now because I am so discouraged and see no hope or change on the horizon.
Identity Attack0.014551271
Insult0.02567133
Profanity0.01309778
Threat0.0067445673
Severe Toxicity0.0012683868
Low Tox 0.054531995 Constructive 0.658 Policy_Critique
Feb 24, 2026 LILLEY UNLEASHED: The fall of …
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
You can't fully blame Trudeau...I also blame this country for electing him 3 times and the LPC a total of 4 consecutive times.
Identity Attack0.0068446035
Insult0.026444806
Profanity0.01041628
Threat0.0066086366
Severe Toxicity0.0013923645
Low Tox 0.054284602 Constructive 0.537 Policy_Critique
Jun 16, 2025 548 likes How Canada broke its immigration …
It's political they want to show they are controlling immigration so it's reflected in the polls / elections it's all about that liberals don't want to lose power it's just about that
It's political they want to show they are controlling immigration so it's reflected in the polls / elections it's all about that liberals don't want to lose power it's just about that
Identity Attack0.023193322
Insult0.018452216
Profanity0.014088398
Threat0.0068999166
Severe Toxicity0.001373291
Low Tox 0.051810697 Moderate Con 0.385 Policy_Critique
Jan 21, 2026 Why Canada’s immigration system has …
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to …
It is time to scrap All the fancy initials such as UN, WEF, NGO, COP, Etc. And use the constitution and elected government to run the country. There must also be a loyal opposition to hold the government to account. We need transparency and accountability to stop corruption,
Identity Attack0.005512681
Insult0.025800243
Profanity0.01127026
Threat0.0071717775
Severe Toxicity0.0009727478
Low Tox 0.051563308 Moderate Con 0.372 Policy_Critique
Feb 22, 2026 1 likes LILLEY UNLEASHED: The fall of …
Canada is beyond repair. No political party will do what is necessary to fix the economy or the culture. If such a party existed, citizens who just voted the architects of decline to a 4th …
Canada is beyond repair. No political party will do what is necessary to fix the economy or the culture. If such a party existed, citizens who just voted the architects of decline to a 4th term would not elect it. If you can, do as I did, and leave Canada permanently. (No, the door did not hit me on my way out.)
Identity Attack0.010211408
Insult0.021159383
Profanity0.0113215
Threat0.009204263
Severe Toxicity0.0014019012
Low Tox 0.051563308 Moderate Con 0.478 Personal_Narrative
Jun 19, 2025 3 likes How Canada broke its immigration …
New elections 2026. Conservatives in power. Liberals will not fix the immigration issues.
New elections 2026. Conservatives in power. Liberals will not fix the immigration issues.
Identity Attack0.025002124
Insult0.015872927
Profanity0.011184863
Threat0.0077672824
Severe Toxicity0.0012779236
Low Tox 0.051563308 Low Con 0.216
Nov 30, 2025 IRCC Names India in Study …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. …
The government has turned us against each other imagine a country where the Prime Minister and the minister of finance quit. They got paid and left the country in shambles. Then they put this proxy. Prime Minister in place had an election and somehow he was still the Prime Minister so much for voting.
Identity Attack0.0047357255
Insult0.023221988
Profanity0.015557245
Threat0.006757513
Severe Toxicity0.0010728836
Low Tox 0.051068526 Moderate Con 0.436
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Dont worry, the courts will make sure they arent punished for their crimes and all become full citizens. If voters cared about the justice system, they wouldnt have re elected the same government.
Identity Attack0.005660672
Insult0.023093075
Profanity0.012312118
Threat0.008272167
Severe Toxicity0.0011444092
Low Tox 0.049584184 Low Con 0.218 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …

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.