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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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30,738 comments · Page 798 of 1230
As an Indian it is really sad to see... I hope u guys get ur Canada back soon❤
As an Indian it is really sad to see... I hope u guys get ur Canada back soon❤
Identity Attack0.09410924
Insult0.025284592
Profanity0.014703264
Threat0.0077025536
Severe Toxicity0.0028800964
Low Tox 0.10783285 Constructive 0.503 Identity_Assertion
Feb 11, 2026 2 likes Inside Canada's Indian Invasion...
How about Rounding up the 32 thousand unvetted illegals they say they lost. And all the rest... can we get any new laws for that.
How about Rounding up the 32 thousand unvetted illegals they say they lost. And all the rest... can we get any new laws for that.
Identity Attack0.05976611
Insult0.029714199
Profanity0.012346277
Threat0.009385503
Severe Toxicity0.002708435
Low Tox 0.10783285 Low Con 0.299
Jan 13, 2026 Canada’s new rules in 2026
1:35:17 : Commentator lol
1:35:17 : Commentator lol
Identity Attack0.0076215584
Insult0.030375287
Profanity0.06646215
Threat0.008492245
Severe Toxicity0.0051498413
Low Tox 0.10783285 Low Con 0.259 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
Trump, come get Carney !!!!
Trump, come get Carney !!!!
Identity Attack0.0051427023
Insult0.033019636
Profanity0.019963788
Threat0.013579931
Severe Toxicity0.0035476685
Low Tox 0.10783285 Low Con 0.147 Call_To_Action
Jan 4, 2026 New rules, regulations take effect …
This is the tip of the iceberg for government, institutional corruption. Canada is still under the Biden administration. Canadians one day will see the house cleaning the Trump administration did was the only way.
This is the tip of the iceberg for government, institutional corruption. Canada is still under the Biden administration. Canadians one day will see the house cleaning the Trump administration did was the only way.
Identity Attack0.013546381
Insult0.057890166
Profanity0.012277958
Threat0.007029374
Severe Toxicity0.001783371
Low Tox 0.10783285 Moderate Con 0.306
Oct 5, 2025 IRCC Names India in Study …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is …
Tyler, hi from Russia. I'm using a VPN to watch your video, but soon I won't even have that option. They're promising to shut down the internet in Russia on March 1st. Our government is doing it. We're already cut off from half the world. It's scary to live in Russia. We used to have peace, but now our country is restricting us. Goodbye, Tyler. 😢❤ Тайлер, привет из России, я сижу на vpn что бы увидеть твой ролик, но скоро у меня не будет даже такой возможности с 1 марта в России обещают отключить интернет, это делает наше государство, мы уже отрезаны от половины мира, (многое я не могу говорить) в России страшно жить, когда то у нас было спокойно, но теперь нас ограничевает наша страна, прощай Тайлер😢❤
Identity Attack0.04641757
Insult0.0314771
Profanity0.070942834
Threat0.012285355
Severe Toxicity0.0077438354
Low Tox 0.10783285 Constructive 0.622 Personal_Narrative
Feb 19, 2026 3 likes Inside Canada's Indian Invasion...
10 years. +3.6M permanent immigrants. Aging barely changed. Housing collapsed. Wages stagnated. Immigration didn’t fix Canada — it covered corporate greed.
10 years. +3.6M permanent immigrants. Aging barely changed. Housing collapsed. Wages stagnated. Immigration didn’t fix Canada — it covered corporate greed.
Identity Attack0.04177703
Insult0.034341812
Profanity0.01220964
Threat0.0064597605
Severe Toxicity0.0016593933
Low Tox 0.10783285 Moderate Con 0.324 Economic_Argument
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I started speaking Hindu years ago without realizing it 😢
I started speaking Hindu years ago without realizing it 😢
Identity Attack0.09080041
Insult0.024897853
Profanity0.026863953
Threat0.009722093
Severe Toxicity0.0042915344
Low Tox 0.10783285 Moderate Con 0.456 Fear_Threat
Jan 20, 2026 Why Canada’s immigration system has …
I would be livid with that giant idol
I would be livid with that giant idol
Identity Attack0.011247349
Insult0.02373764
Profanity0.053435806
Threat0.020609349
Severe Toxicity0.005722046
Low Tox 0.10783285 Moderate Con 0.362 Meta_Commentary
Feb 11, 2026 Inside Canada's Indian Invasion...
i honor the woman who was born in CANADA, and is tired of being SILENT!!
i honor the woman who was born in CANADA, and is tired of being SILENT!!
Identity Attack0.019776696
Insult0.039737478
Profanity0.012312118
Threat0.0073918556
Severe Toxicity0.0023269653
Low Tox 0.10783285 Moderate Con 0.475
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Early immigrants does not want new immigrants. Canadian population are decreasing so Canada needs more people.
Early immigrants does not want new immigrants. Canadian population are decreasing so Canada needs more people.
Identity Attack0.08087392
Insult0.027476108
Profanity0.010945748
Threat0.0068416605
Severe Toxicity0.0023460388
Low Tox 0.10783285 Low Con 0.214
Oct 3, 2025 Inside Canada's Indian Metropolis (Brampton)
Absolute joke
Absolute joke
Identity Attack0.0034408006
Insult0.032248367
Profanity0.030639706
Threat0.006822242
Severe Toxicity0.0024795532
Low Tox 0.10783285 Moderate Con 0.349
Jan 17, 2026 Canada’s new rules in 2026
Canada is scamming professional to come then ended up jobless because they can't practice their profession without your Canadian license. How? Study first..😂
Canada is scamming professional to come then ended up jobless because they can't practice their profession without your Canadian license. How? Study first..😂
Identity Attack0.015152922
Insult0.06850267
Profanity0.00054915145
Threat0.0005472854
Severe Toxicity0.000005917509
Low Tox 0.107541844 Policy_Critique
Apr 14, 2025
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and …
Without immigration Canada would fall... Canadians on their own do not have enough children to sustain the numbers to keep our economy stable. That's why the process is supposed to take awhile, have checks and applications, so we are not just bringing in people, we are bringing in a sustainable number of people that will embrace being Canadian. We need to continue that. What we don't need is an influx of people who have not gone through the process, who do not understand they are being giving an opportunity to join us, and who are willing to be Canadian. No one wants to strip people of their history, but if you are leaving your country, you are doing it because you want something better, something different... the only way you get that is if you embrace where you are, not try and change it to what you left.
Identity Attack0.053854458
Insult0.03511308
Profanity0.014088398
Threat0.0079873605
Severe Toxicity0.0030517578
Low Tox 0.10739898 Constructive 0.669
Aug 26, 2025 Why Canadians Are Turning Against …
Punjabi people are very protective of everyone they around.
Punjabi people are very protective of everyone they around.
Identity Attack0.099072486
Insult0.027218282
Profanity0.029596692
Threat0.009230154
Severe Toxicity0.0042915344
Low Tox 0.10739898 Moderate Con 0.455 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
It's not just too many immigrants it's too many immigrants completely different from Canadians ,
It's not just too many immigrants it's too many immigrants completely different from Canadians ,
Identity Attack0.1007269
Insult0.025542418
Profanity0.011902207
Threat0.0058707283
Severe Toxicity0.001964569
Low Tox 0.10739898 Moderate Con 0.332
Aug 25, 2025 317 likes Why Canadians Are Turning Against …
Fun fact,, extreme right wingers of one always like left wingers of other countries especially for immigration 😂😅
Fun fact,, extreme right wingers of one always like left wingers of other countries especially for immigration 😂😅
Identity Attack0.055218685
Insult0.029163294
Profanity0.014976538
Threat0.0066927844
Severe Toxicity0.0021648407
Low Tox 0.10739898 Low Con 0.288
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
There is nothing like being a minority in the country you were born in.
There is nothing like being a minority in the country you were born in.
Identity Attack0.041003603
Insult0.028061481
Profanity0.019007329
Threat0.00713294
Severe Toxicity0.0024986267
Low Tox 0.10739898 Moderate Con 0.442 Fear_Threat
Aug 29, 2025 Why Canadians Are Turning Against …
Very unfortunate. Hearing now that the Canadian government offers PR papers in different languages. Everywhere you go, you hear every language except for English & French. I want to be living in Canada. And not …
Very unfortunate. Hearing now that the Canadian government offers PR papers in different languages. Everywhere you go, you hear every language except for English & French. I want to be living in Canada. And not China, Japan, India, or the Philippines.
Identity Attack0.10221587
Insult0.025800243
Profanity0.011663092
Threat0.0061749537
Severe Toxicity0.002231598
Low Tox 0.10739898 Constructive 0.575
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has such a small population especially compared their less friendly neighbors to the south. Hope they figure out how to retain the skilled people they need to grow strong enough to fend off any …
Canada has such a small population especially compared their less friendly neighbors to the south. Hope they figure out how to retain the skilled people they need to grow strong enough to fend off any threats.
Identity Attack0.044612918
Insult0.045593183
Profanity0.011441057
Threat0.008556974
Severe Toxicity0.002336502
Low Tox 0.10739898 Moderate Con 0.424 Economic_Argument
Feb 24, 2026 Canada's tighter immigration policy divides …
Well here we go…we have a massive immigration problem and this is the first news report I’ve seen that talks deportation, 10! Wow, millions here on temporary visas that are now expired and we’ve deported …
Well here we go…we have a massive immigration problem and this is the first news report I’ve seen that talks deportation, 10! Wow, millions here on temporary visas that are now expired and we’ve deported 10!
Identity Attack0.0543092
Insult0.019999169
Profanity0.012858666
Threat0.009074804
Severe Toxicity0.0024604797
Low Tox 0.10739898 Moderate Con 0.475 Policy_Critique
Feb 18, 2026 Canadian immigration officers investigating hundreds …
This affects more the immigrants that went through the proper channels only to find out there was an easier way in which you get paid for.
This affects more the immigrants that went through the proper channels only to find out there was an easier way in which you get paid for.
Identity Attack0.08004672
Insult0.026702631
Profanity0.017572641
Threat0.007754337
Severe Toxicity0.0020503998
Low Tox 0.10739898 Moderate Con 0.392
Sep 18, 2025 How Canada broke its immigration …
Scarey and spooky
Scarey and spooky
Identity Attack0.0058456613
Insult0.03599453
Profanity0.029596692
Threat0.008815889
Severe Toxicity0.0029754639
Low Tox 0.10739898 Moderate Con 0.412 Fear_Threat
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
"I don't feel any difference between India and Canada" Yeah you got the point of the Video (Because they are everywhere)
"I don't feel any difference between India and Canada" Yeah you got the point of the Video (Because they are everywhere)
Identity Attack0.10221587
Insult0.024511116
Profanity0.012926984
Threat0.006155535
Severe Toxicity0.0025177002
Low Tox 0.10739898 Moderate Con 0.406 Identity_Assertion
Dec 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Just let them live.
Just let them live.
Identity Attack0.0076955543
Insult0.018129934
Profanity0.017231047
Threat0.07476458
Severe Toxicity0.0049591064
Low Tox 0.10739898 Low Con 0.293 Solidarity
Sep 19, 2025 14 likes Inside Canada's Indian Metropolis (Brampton)

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.