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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: "Thats why we are in …" 220 comments · Page 7 of 9
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked …
My friend had a crazy incident a year ago. When due to very strict rules, he lost his pgwp and became visitor status. He had to use hospital services and he called them and asked them why the bill was so high. He was given remarks on the phone by a lady that “Oh we citizens pay taxes and thats how healthcare is usually free”. I mean he was here from last 6 years and was called that like he did not pay taxes. Idk why being rude to person without knowing what thier status was before. I think people are really fed up with anyone who says they are either visior, on pgwp or TFW in general. Sorry to say but, no one should just burst on others and say oh I paid taxes or its free for citizens only.
Identity Attack0.009101473
Insult0.07333439
Profanity0.08096472
Threat0.008013252
Severe Toxicity0.003604889
Low Tox 0.15435068 Constructive 0.794 Personal_Narrative
Aug 24, 2025 5 likes Why Canadians Are Turning Against …
Thats brampledesh for you 4:29
Thats brampledesh for you 4:29
Identity Attack0.014048826
Insult0.033901088
Profanity0.07047026
Threat0.013528148
Severe Toxicity0.006828308
Low Tox 0.15324512 Low Con 0.238 Identity_Assertion
Feb 4, 2026 Inside Canada's Indian Invasion...
operation human human trafficking in 13 minutes now thats a speedrun
operation human human trafficking in 13 minutes now thats a speedrun
Identity Attack0.011543332
Insult0.023608726
Profanity0.041160982
Threat0.044602267
Severe Toxicity0.008239746
Low Tox 0.15269235 Low Con 0.196 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the …
Its literally India now. Diversity and cultural mosaics are meant to be that everyone comes here in equal measure. Instead, we just get India, and tbh I vastly prefer the old Canadian culture over the new Indian culture thats being forced in
Identity Attack0.17614605
Insult0.031146556
Profanity0.020578653
Threat0.007340072
Severe Toxicity0.003376007
Low Tox 0.15269235 Constructive 0.512 Identity_Assertion
Jun 20, 2025 52 likes How Canada broke its immigration …
thats the problem ! it can't be saved !!! its too far gone ! the real canada is no more ! &&& you can never ever get it back R I P .
thats the problem ! it can't be saved !!! its too far gone ! the real canada is no more ! &&& you can never ever get it back R I P .
Identity Attack0.06704199
Insult0.039444692
Profanity0.016001316
Threat0.01052473
Severe Toxicity0.004749298
Low Tox 0.15213956 Moderate Con 0.339
Sep 20, 2025 Why Canadians Are Turning Against …
trump ruined the usa he is a parisite thats eating the country alive
trump ruined the usa he is a parisite thats eating the country alive
Identity Attack0.0051747323
Insult0.090244174
Profanity0.00021485004
Threat0.0015644156
Severe Toxicity0.0000058127252
Low Tox 0.14467357
Dec 8, 2025
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Wow Tyler was here thats jokes, dont go to Bramghanistan bro. They have the HIGHEST car insurance premiums in ALL of North America
Identity Attack0.06749674
Insult0.046764325
Profanity0.020988565
Threat0.0066798385
Severe Toxicity0.0033187866
Low Tox 0.14429577 Low Con 0.298 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just …
A country of over a billion people not that hard to think that there are limited work opportunity in India thats why they move, same as any other poor and overly populated country, it just so happen that india has the most people also its very hard to hammer their culture out of them "Indian civilization" is one of the world's oldest, with roots extending back over 8,000–9,000 years. can't get rid of them because they have been tested by time
Identity Attack0.10815793
Insult0.03522326
Profanity0.028503597
Threat0.014393489
Severe Toxicity0.00541687
Low Tox 0.13388206 Constructive 0.529 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
They get visa in 2 years if that in australia 😂😂😂😂 my family took 6 of as 7 years loll we from poland maybe thats way
Identity Attack0.04925346
Insult0.023093075
Profanity0.04141149
Threat0.008764107
Severe Toxicity0.004787445
Low Tox 0.112746716 Moderate Con 0.467 Personal_Narrative
Jan 28, 2026 Inside Canada's Indian Invasion...
Thats. Immigration Entropy ...😮‍💨
Thats. Immigration Entropy ...😮‍💨
Identity Attack0.05794714
Insult0.028061481
Profanity0.015147334
Threat0.0068999166
Severe Toxicity0.003490448
Low Tox 0.112746716 Low Con 0.201
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all …
Immigrants also brought money alot of money. I came 3 years ago, I have friends from different countries. N when ever they speak with their country people they speak in their native tongue. Not all immigrants r bad, its govenment issue not people. Dont blame my people, they put application paid fee and also paid GIC of 20K plus college fee of 20k+. I know some people can be bad, thats where government should make law implementation better. Plus, no immigrant expected the job crisis tht exist, so whatever job to atleast save some amount rather than hitting the savings, we take. I have adapted the culture, I live my life peacefully without bothering anyone. If there's any religious activity, govt should contact groups and work out ways to celebrate festivals. I have culture from birth country in addition I added Canadian culture. The blend is good, and can be attained if govt make proper planning.
Identity Attack0.08004672
Insult0.03566399
Profanity0.024882717
Threat0.006874025
Severe Toxicity0.0029563904
Low Tox 0.112643376 Constructive 0.852 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
"We dont feel any racism here", thats exactly the problem!!!
"We dont feel any racism here", thats exactly the problem!!!
Identity Attack0.06431354
Insult0.025800243
Profanity0.019758832
Threat0.0071199946
Severe Toxicity0.0031089783
Low Tox 0.112540044 Moderate Con 0.358 Policy_Critique
Jan 27, 2026 15 likes Inside Canada's Indian Invasion...
Thats not necessarily a bad thing. Seems like cbsa is getting better at removing bad actors trying to game the system.
Thats not necessarily a bad thing. Seems like cbsa is getting better at removing bad actors trying to game the system.
Identity Attack0.011839314
Insult0.036545437
Profanity0.022559889
Threat0.01750142
Severe Toxicity0.0023460388
Low Tox 0.11057663 Low Con 0.296
Dec 28, 2025 Deportations From Canada at Their …
To be fair the Indians are not bad people. Thats Pakistan, Bangladesh. Other side. We 🇬🇧 fought alongside the Indians. There cool. Most of them. Smart too.
To be fair the Indians are not bad people. Thats Pakistan, Bangladesh. Other side. We 🇬🇧 fought alongside the Indians. There cool. Most of them. Smart too.
Identity Attack0.08583717
Insult0.026702631
Profanity0.02932342
Threat0.01119791
Severe Toxicity0.0041389465
Low Tox 0.11057663 Constructive 0.632 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open …
It's not race that makes countries great or bad. Since there is just one human race. Its the culture that makes places great. Culture or shared ideas among the populace. Specially ideas of being open minded, living and letting live, freedom, being tolerant etc. These are the best ideas or culture that if held long enough by the majority of the people will turn that place into a great civilization indeed. Every great civilization of history was built through this culture in history. persian empire, macedonian empire, roman empire, british empire and now the united states etc... were/are all very diverse and very tolerant of indians and their ideas... cultural exchange of ideas through indians and receiving diverse viewpoints which helped them become great. However great empires, great places and civilizations never last. They fall down. They fall down once the culture changes. which is natural since culture is not static but dynamic, since it exists only in the minds of people, it can change in the same generation, or in the next - all it takes is replacing existing ideas with other ideas in the minds of people large enough. This is what we are seeing happening in canada and India... a shift of culture. The same culture of responsible for turning India into a terrible country is being adopted by canadians. Meanwhile for the past few decades.. india on the other hand has been adopting the better culture and growing slowly and steadily with many mistakes and hurdles along the way towards a brighter future... slowly because its huge... steadily because it knows where to go.... mistakes and hurdles because its an open democracy... If this cultural shift keeps continuing this way... There will come a time where canada would look more like afghanistan and India will look like the us or scandinavia... However i hope thats not the case. and its just a phase that does not lead to some significant revolution in terms of peoples thinking.
Identity Attack0.07425626
Insult0.025413504
Profanity0.027273865
Threat0.00780612
Severe Toxicity0.0037574768
Low Tox 0.10956833 Constructive 0.639 Moral_Argument
Feb 26, 2026 Inside Canada's Indian Invasion...
11:33 THATS THE ONE I GO TOO!!! ITS ON GORE AND ITS REALLY CLOSE CB
11:33 THATS THE ONE I GO TOO!!! ITS ON GORE AND ITS REALLY CLOSE CB
Identity Attack0.00776955
Insult0.019032324
Profanity0.054437835
Threat0.0116639575
Severe Toxicity0.006904602
Low Tox 0.10870059 Moderate Con 0.415
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u …
i don't have a problem with them here its the fact theres some not hiring people on jobs cuz we aint the same color there is no reason to absolutely do that even if u speak different languages thats why translators exist some make the job marketing just to hard
Identity Attack0.062039822
Insult0.02425329
Profanity0.03915693
Threat0.007909686
Severe Toxicity0.0035095215
Low Tox 0.10653123 Constructive 0.662 Policy_Critique
Feb 8, 2026 Inside Canada's Indian Invasion...
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must …
Quebec population is getting old, The Quebecers dont make enough Kids to get population growth in future years..... The was why there was a push of Immigration ... Thats it... To counter it Quebecers must be making more kids or else they are dooming their own province.
Identity Attack0.047190998
Insult0.030375287
Profanity0.011219022
Threat0.0078449575
Severe Toxicity0.001964569
Low Tox 0.103494145 Moderate Con 0.385
Nov 21, 2025 4 likes Quebec Ends Economic Immigration Program …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the …
Ive always said it. They are leaving their country for what reasons.... if they want to bring it all over here... Why are you here. THAT is what is holding your country back. Thats the reason for war over there.
Identity Attack0.04796442
Insult0.020063626
Profanity0.012585391
Threat0.009644418
Severe Toxicity0.0026130676
Low Tox 0.09741997 Constructive 0.541 Identity_Assertion
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
working to be broke in ontario thats why i left ontario a decade ago
working to be broke in ontario thats why i left ontario a decade ago
Identity Attack0.024600167
Insult0.027218282
Profanity0.013678487
Threat0.008582866
Severe Toxicity0.002040863
Low Tox 0.0926474 Moderate Con 0.376 Personal_Narrative
Aug 25, 2025 Why Canadians Are Turning Against …
Homie on the bike knows thats up
Homie on the bike knows thats up
Identity Attack0.008768492
Insult0.026444806
Profanity0.029888187
Threat0.010654188
Severe Toxicity0.0037384033
Low Tox 0.07845957 Low Con 0.3 Meta_Commentary
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
So thats what happened to Lance Armstrong, 😂😂😂
So thats what happened to Lance Armstrong, 😂😂😂
Identity Attack0.006696612
Insult0.016936934
Profanity0.025360947
Threat0.011249693
Severe Toxicity0.0035095215
Low Tox 0.07845957 Low Con 0.189 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Of course they invaded Ontario they keep all jobs for their community . They stay 10 in a two bedroom appt and they work for a salary thats impossible for a decent family to survive
Identity Attack0.029660052
Insult0.024768941
Profanity0.011253181
Threat0.0065180166
Severe Toxicity0.0019836426
Low Tox 0.07608539 Moderate Con 0.382 Economic_Argument
Aug 26, 2025 Why Canadians Are Turning Against …
In canada you cant aay that knife os for protection. If you get stopped with that and you tell the RCMP thats its use- you now have it with intent. And youll get charged.. if …
In canada you cant aay that knife os for protection. If you get stopped with that and you tell the RCMP thats its use- you now have it with intent. And youll get charged.. if you get caught with a knige its for work or something. Never because its a bad neighborhood, or protection etc.
Identity Attack0.012441003
Insult0.021868404
Profanity0.016752819
Threat0.012958534
Severe Toxicity0.0023937225
Low Tox 0.07054565 Moderate Con 0.367 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Wow thats easy for them to come to Canada ? While those professionals from other countries are scrutinies and so hard to apply here.
Wow thats easy for them to come to Canada ? While those professionals from other countries are scrutinies and so hard to apply here.
Identity Attack0.022188433
Insult0.029053112
Profanity0.011714331
Threat0.0059807673
Severe Toxicity0.0011873245
Low Tox 0.06896287 Moderate Con 0.369
Nov 24, 2025 1 likes Thousands of refugees allowed into …

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.