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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: "Same in the UK." 245 comments · Page 8 of 10
Anti -Immigration sentiments are boiling in Canada like UK.
Anti -Immigration sentiments are boiling in Canada like UK.
Identity Attack0.089145996
Insult0.030816011
Profanity0.0118338885
Threat0.006977591
Severe Toxicity0.0022125244
Low Tox 0.11223003 Low Con 0.289
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture the natural citizens had, replaced by ideology. Why is it mostly military aged men?? Who leaves their family and goes to another country??? Why are all these countries paying these immigrants, asylum/refugee so much money, literally almost 4 x what a senior gets?
Identity Attack0.07591068
Insult0.030265106
Profanity0.0147374235
Threat0.0070034824
Severe Toxicity0.0033187866
Low Tox 0.11212669 Moderate Con 0.437 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Tyler. read "EASY MEAT" book by Peter McLoughlin then do the final boss video... the rp gangs in UK. 1M victims.
Tyler. read "EASY MEAT" book by Peter McLoughlin then do the final boss video... the rp gangs in UK. 1M victims.
Identity Attack0.012842959
Insult0.030816011
Profanity0.020783609
Threat0.022163315
Severe Toxicity0.0035858154
Low Tox 0.11161 Moderate Con 0.458 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They are literally flying in thousands of Gazans. You need to record it. They are coming from Sweden UK & Italy to Canada!
They are literally flying in thousands of Gazans. You need to record it. They are coming from Sweden UK & Italy to Canada!
Identity Attack0.10221587
Insult0.024897853
Profanity0.017709278
Threat0.012078222
Severe Toxicity0.00541687
Low Tox 0.11150667 Low Con 0.275
Nov 21, 2025 1 likes Thousands of refugees allowed into …
Unless Canada enforces strict immigration laws, it will be destroyed like Sweden, the UK, France, Germany, and the US have been.
Unless Canada enforces strict immigration laws, it will be destroyed like Sweden, the UK, France, Germany, and the US have been.
Identity Attack0.06929302
Insult0.025284592
Profanity0.012722028
Threat0.022681303
Severe Toxicity0.0032234192
Low Tox 0.11078331 Low Con 0.18 Fear_Threat
Dec 27, 2025 Deportations From Canada at Their …
This guys should visit Southall in the UK hahahaha
This guys should visit Southall in the UK hahahaha
Identity Attack0.026609946
Insult0.02708937
Profanity0.036651865
Threat0.009747985
Severe Toxicity0.0041770935
Low Tox 0.10913446 Low Con 0.249 Comparative_Framing
Feb 11, 2026 Inside Canada's Indian Invasion...
What a small amount. But its good. In the 🇬🇧 UK if a illegal imigratants marry a local citizen and has a baby. The baby does not get to be a citizen of the UK. …
What a small amount. But its good. In the 🇬🇧 UK if a illegal imigratants marry a local citizen and has a baby. The baby does not get to be a citizen of the UK. Canada should be more strict
Identity Attack0.08252834
Insult0.026315894
Profanity0.012141321
Threat0.0074048014
Severe Toxicity0.0022029877
Low Tox 0.10653123 Constructive 0.518 Policy_Critique
Dec 25, 2025 3 likes Deportations From Canada at Their …
Visit the Muslims in the UK
Visit the Muslims in the UK
Identity Attack0.10221587
Insult0.021610579
Profanity0.032643758
Threat0.011586283
Severe Toxicity0.0051498413
Low Tox 0.10566349 Moderate Con 0.372 Comparative_Framing
Feb 8, 2026 4 likes Inside Canada's Indian Invasion...
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che …
Gli indiani studiano l'inglese già in asilo e sono i grandi alleati dell'Inghilterra, ultimamente hanno avuto anche il loro concittadino come primo ministro in UK quindi questi esodi sono studiati da decenni fermo restando che non ho nulla contro di loro!
Identity Attack0.07591068
Insult0.03827355
Profanity0.021876704
Threat0.0060713873
Severe Toxicity0.0051116943
Low Tox 0.1013248 Moderate Con 0.466 Comparative_Framing
Feb 25, 2026 1 likes Inside Canada's Indian Invasion...
Tyler please check all immigration ethnicity, we are being taken over and not a sole in the media or government says a single thing. The next UK
Tyler please check all immigration ethnicity, we are being taken over and not a sole in the media or government says a single thing. The next UK
Identity Attack0.051353373
Insult0.022706337
Profanity0.012004685
Threat0.007948523
Severe Toxicity0.002231598
Low Tox 0.09915545 Moderate Con 0.467
Jan 27, 2026 Inside Canada's Indian Invasion...
Same in uk and they drive terribly slowly
Same in uk and they drive terribly slowly
Identity Attack0.033527173
Insult0.030595649
Profanity0.02385794
Threat0.008181547
Severe Toxicity0.0024986267
Low Tox 0.09872158 Moderate Con 0.399 Comparative_Framing
Jan 27, 2026 9 likes Inside Canada's Indian Invasion...
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are …
After the Amin saga in Uganda, Canada and Uk invited the Indians to their countries, because they were interested in what they could do to boost their economy, why are they complaining now? Those are now Canadians
Identity Attack0.07425626
Insult0.025284592
Profanity0.011765569
Threat0.006420923
Severe Toxicity0.001783371
Low Tox 0.09611836 Moderate Con 0.408 Moral_Argument
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
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 …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the …
Indian spirituality penetrated western thinking in the 1960s and that was followed by cuisine from India, Pakistan, Bangladesh, Nepal etc. So generally people in the US, Canada, UK, Australia, etc have welcomed people from the Indian sub-continent. Obviously immigration whether from India or another country needs to be moderated in order to give the immigrants time to adapt to the Canadian way of life
Identity Attack0.09162762
Insult0.02193286
Profanity0.013951761
Threat0.006479179
Severe Toxicity0.0021266937
Low Tox 0.091913216 Constructive 0.623 Comparative_Framing
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
I don't get it. If you love Canada and the UK so much, why not just make India like that.
I don't get it. If you love Canada and the UK so much, why not just make India like that.
Identity Attack0.06385879
Insult0.023028618
Profanity0.018119188
Threat0.0071847234
Severe Toxicity0.0028419495
Low Tox 0.09033044 Moderate Con 0.358 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
These are the same questions uk government start asking before enforcing digital ID, 🆔
These are the same questions uk government start asking before enforcing digital ID, 🆔
Identity Attack0.005771666
Insult0.02283525
Profanity0.077731855
Threat0.0072882893
Severe Toxicity0.0033569336
Low Tox 0.08795626 Low Con 0.252 Fear_Threat
Oct 1, 2025 IRCC Names India in Study …
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
deportation will be going around the world guys I am telling you.. once UK starts their thing then USA and other countries will also do that.
Identity Attack0.034816213
Insult0.015568925
Profanity0.016479544
Threat0.011379151
Severe Toxicity0.0024414062
Low Tox 0.08479069 Low Con 0.297 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
That was modi 's solution to India job crisis send everyone to UK,US,Canada,Australia,europe
That was modi 's solution to India job crisis send everyone to UK,US,Canada,Australia,europe
Identity Attack0.04667538
Insult0.023866551
Profanity0.013678487
Threat0.009385503
Severe Toxicity0.002708435
Low Tox 0.07845957 Low Con 0.201 Comparative_Framing
Feb 23, 2026 Canadian immigration officers investigating hundreds …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you …
everyone saying mass immigration is missing the bigger picture , its mass globalization , if u go to canada and its like inda , you go to the UK and its like Iran , you go to Minnesota and its like Somalia , soon they will say theres no need for countries
Identity Attack0.04796442
Insult0.021159383
Profanity0.012380436
Threat0.007094103
Severe Toxicity0.0019741058
Low Tox 0.07845957 Moderate Con 0.328 Fear_Threat
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Mena cultural immigrants that has devided Canada would probably be a more important topic? As they have done in UK and Europe in general...
Mena cultural immigrants that has devided Canada would probably be a more important topic? As they have done in UK and Europe in general...
Identity Attack0.052035484
Insult0.02212623
Profanity0.011441057
Threat0.006550381
Severe Toxicity0.0018310547
Low Tox 0.075294 Moderate Con 0.463 Fear_Threat
Feb 11, 2026 Canada's tighter immigration policy divides …
The Liberals are pulling the same play book that the UK did, and look at what they are currently experiencing. They know full well that their open door system has caused this mess, and public …
The Liberals are pulling the same play book that the UK did, and look at what they are currently experiencing. They know full well that their open door system has caused this mess, and public safety has to be prioritized over ideology.
Identity Attack0.015958117
Insult0.030265106
Profanity0.012858666
Threat0.006874025
Severe Toxicity0.0013828278
Low Tox 0.07212844 Moderate Con 0.37 Comparative_Framing
Feb 24, 2026 18 likes 'We do know that there's …
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
It's your own fault, you could have looked at the UK, Singapore, USA, Malaysia to see that this was going to happen. It's already happening in mass to Australia, Japan, New Zealand, Ireland.
Identity Attack0.014249804
Insult0.01890341
Profanity0.01620627
Threat0.010239923
Severe Toxicity0.0020313263
Low Tox 0.06896287 Low Con 0.249
Nov 4, 2025 Inside Canada's Indian Metropolis (Brampton)
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
In the UK small to medium towns and cities where there's a concentration of indian people eg: London (West) Leicester, Birmingham, Slough.
Identity Attack0.07591068
Insult0.017807651
Profanity0.02392626
Threat0.008634649
Severe Toxicity0.002746582
Low Tox 0.06579731 Constructive 0.517 Comparative_Framing
Dec 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Same in Europe. They avoid all 53 countries that have their religion that they have to pass to get to the UK. Make it make sense.
Identity Attack0.052490227
Insult0.0154929245
Profanity0.013507691
Threat0.0069516995
Severe Toxicity0.0018501282
Low Tox 0.06579731 Low Con 0.293 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Canada, UK, Australia, NZ & Singapore will add a new holiday date to its calendar "cow dung festival"
Identity Attack0.011617327
Insult0.025800243
Profanity0.018597418
Threat0.007327127
Severe Toxicity0.0018024445
Low Tox 0.06421452 Low Con 0.191 Humor_Satire
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.