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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: "Canada is and will be …" 6,088 comments · Page 61 of 244
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one …
like as the guy on the bike said "Indian's eat poo" he could have just said "as some people in India eat poo" cause i think its wrong to just stereotype all Indian's in one cause i agree some people in India are not educated enough to not fall for the so called "healthy tips" given by some brain washers in India on the basis of religion and as people say they are always on their phones and talking loudly and other things i will just say one thing see Canada born Indian's they are same as normal Canadian kids its just that their parents migrated from India to Canada and they lived half of their life in India soo in India it is common to do things like this they just need some time to adjust and even after 10 20 years they still act like this then please just see their kids they are well behaved and know how to behave in this country and i am not talking about eating poo cause that's just straight up bs yes i agree some do eat but not on regular basis and those who eat are not even 0.1% of Indians they are just less educated people those don't believe on modern meds and just get brainwashed by so called religious guru's who says drink cow piss and eat cow dung that is just bs and non educated Indian's don't get it, that's my time you are free to argue on some points in the reply's. Thank you
Identity Attack0.43896464
Insult0.39297962
Profanity0.240511
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.758
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Just what Canada needs. More useless bureaucracy and costs as the Liberals try to fix the mess they've made. Throw the Carney Bums out.
Just what Canada needs. More useless bureaucracy and costs as the Liberals try to fix the mess they've made. Throw the Carney Bums out.
Identity Attack0.060220852
Insult0.4378843
Profanity0.09260304
Threat0.06755528
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.154 Policy_Critique
Jan 3, 2026 8 likes New rules, regulations take effect …
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Indians drive in canada like they drive in india why do you always hear indians honking horn 24/7
Identity Attack0.49032792
Insult0.26957804
Profanity0.09868695
Threat0.011327368
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.259 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get …
Canada has its Biden . Lets Everyone into the country . Its not about if they are nice or not ... They need DEPORTATIONS, we donot care if even if they speak english , get out of canada , with corrupt Canadian government .This video is made by an imigrant he needs to go also . TRUMP DOES NOT CARE IF MIGRANTS TAKE JOBS , START A BUSINESS, OR SELL DRUGS , HE IS DEPORTING ALL OF THEM . Healing his land ,and canada , while the corrupt Canadian government pays companies to hire migrants over citizens.... IT IS EVIL TO FLOOD CANADA WITH MIGRANTS . IN 2026 the end of it , migrants will out number citizens Stats canada says themselves .
Identity Attack0.36702603
Insult0.41530323
Profanity0.055940874
Threat0.012699619
Severe Toxicity0.020902663
Moderate 0.4014846 Moderate Con 0.319 Unverified_Claim
Aug 25, 2025 Why Canadians Are Turning Against …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group …
All I saw in this video Bike guy hates African because they are not good People are find with indians Indians are helping in economic growth like any other canadian There is active terrorist group "Khalistan" And you did illegal things without canada police permission Then why is video title like that?? Just ask Indian Punjabi how they feel about india... Punjab is jwel of india
Identity Attack0.46050715
Insult0.32211447
Profanity0.064458095
Threat0.0138755
Severe Toxicity0.023076924
Moderate 0.4014846 Constructive 0.529 Policy_Critique
Feb 3, 2026 4 likes Inside Canada's Indian Invasion...
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they …
She is the most embarrassing minister Canada ever had. She is going to bring few millions criminals more to Canada this year. That’s why Canada is a crime Capital of the world. I heard, they are going to change the name for Brampton. Its going to be called either Brown town or Khalistan.
Identity Attack0.20088354
Insult0.4555076
Profanity0.041912504
Threat0.012699619
Severe Toxicity0.014511578
Moderate 0.4014846 Low Con 0.282 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
WTF?! This needs to go Viral in Canada! Please share this with every News Outlet in Canada, Main stream media and independents. Starting with Rebel News, and all others. Please!
WTF?! This needs to go Viral in Canada! Please share this with every News Outlet in Canada, Main stream media and independents. Starting with Rebel News, and all others. Please!
Identity Attack0.019374741
Insult0.22770336
Profanity0.41503602
Threat0.012699619
Severe Toxicity0.02296847
Moderate 0.4014846 Moderate Con 0.467 Call_To_Action
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst …
I have no problem with people coming here to Canada from different Countries, but I think they should at least take up our way of culture and language erc. They can speak their language amongst themselves and enjoy their culture at home. The guy with the bike is disgusting with his comments about people from Africa. A few bad people don't describe an entire race. One of the dumbest things a person can do is bring a weapon with them unless they are trained on how to use it. Meeting a human smuggler is dangerous and stupid.
Identity Attack0.2308735
Insult0.47020787
Profanity0.16217725
Threat0.04098356
Severe Toxicity0.017610285
Moderate 0.4014846 Constructive 0.71 Policy_Critique
Jan 29, 2026 Inside Canada's Indian Invasion...
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? …
😂😂 sadly this video is reality and not speaking the truth isn’t racist. They are leaving India, clearly something is wrong with India. Why they come to Canada if they wanna turn Canada into India? Clearly they are not the smartest… smh.
Identity Attack0.45348886
Insult0.35849577
Profanity0.08419759
Threat0.008945347
Severe Toxicity0.019095084
Moderate 0.4014846 Low Con 0.252 Identity_Assertion
Feb 25, 2026 13 likes Inside Canada's Indian Invasion...
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
What a colossal fail on this Goverment. This isnt Canada anymore its a third world country. The Administration people are Indian too what a FAIL
Identity Attack0.43896464
Insult0.36798462
Profanity0.041912504
Threat0.0072235605
Severe Toxicity0.016900165
Moderate 0.4014846 Low Con 0.185 Policy_Critique
Oct 2, 2025 IRCC Names India in Study …
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Get illegals out. Only Canadian born should be in Canada doing Canadian jobs!
Identity Attack0.48915586
Insult0.24767025
Profanity0.032142747
Threat0.024235269
Severe Toxicity0.021419114
Moderate 0.4014846 Low Con 0.175
Jan 3, 2026 New rules, regulations take effect …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm …
Immigrants come here and make more babies just to get the child tax credit!! Then they cry racism if we say anything, I'm fed up with the amount of immigrants being let into Canada, I'm sure there are immigrants working in the government that are making sure these immigrants are let in. My 21 year old son can't get a job, why? Because he's not Indian, or Phillipino. Enough is enough!!!
Identity Attack0.48915586
Insult0.24928534
Profanity0.040158957
Threat0.008867673
Severe Toxicity0.021031776
Moderate 0.4014846 Constructive 0.643 Unverified_Claim
Sep 15, 2025 1 likes Why Canadians Are Turning Against …
Canada already was infested by Britains and Germans, can't get any worse.
Canada already was infested by Britains and Germans, can't get any worse.
Identity Attack0.46050715
Insult0.336253
Profanity0.06946823
Threat0.016810767
Severe Toxicity0.023076924
Moderate 0.4014846 Low Con 0.212 Comparative_Framing
Feb 27, 2026 1 likes Inside Canada's Indian Invasion...
No wonder the usa wants to get canada, all these 1st world countries specially in europe turning poop. Think twice before who you vote for.
No wonder the usa wants to get canada, all these 1st world countries specially in europe turning poop. Think twice before who you vote for.
Identity Attack0.17226285
Insult0.40243408
Profanity0.25184435
Threat0.009540852
Severe Toxicity0.018578632
Moderate 0.4014846 Low Con 0.167 Fear_Threat
Jan 29, 2026 Inside Canada's Indian Invasion...
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
weve had tons of filipinos come into canada come in too but yet they face nowhere near the level of hate and racism indians get. i wonder why🤔
Identity Attack0.49032792
Insult0.2817503
Profanity0.031641733
Threat0.008841781
Severe Toxicity0.017803956
Moderate 0.4014846 Moderate Con 0.423 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
people came here as a student paid thousands of dollars are offering free food to all. shame for white people who captured canada decades ago😂😂
people came here as a student paid thousands of dollars are offering free food to all. shame for white people who captured canada decades ago😂😂
Identity Attack0.46028158
Insult0.25205973
Profanity0.049427703
Threat0.009023022
Severe Toxicity0.015867263
Moderate 0.4014846 Moderate Con 0.335 Moral_Argument
Oct 7, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Hell No A TuK-TuK in Canada. 15:50 Canada is really cooked man😭
Identity Attack0.14233272
Insult0.16266862
Profanity0.3866461
Threat0.013528148
Severe Toxicity0.02439716
Moderate 0.4014846 Low Con 0.227 Fear_Threat
Feb 3, 2026 Inside Canada's Indian Invasion...
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Canada's liberal governments thought that these Punjabi Khalistanis, who kill Hindus and carry out terrorist activities in India, would blackmail India by giving them shelter. But this claim backfired.
Identity Attack0.48915586
Insult0.27558193
Profanity0.06746418
Threat0.34804323
Severe Toxicity0.023076924
Moderate 0.4014846 Moderate Con 0.363 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
Canada is a joke now. They also don’t know what refugees are doing in the name of Palestine Such a shame
Canada is a joke now. They also don’t know what refugees are doing in the name of Palestine Such a shame
Identity Attack0.4139151
Insult0.37846634
Profanity0.04792466
Threat0.008789998
Severe Toxicity0.015931819
Moderate 0.4014846 Low Con 0.27 Fear_Threat
Sep 30, 2025 1 likes IRCC Names India in Study …
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
As an immigrant to canada , stop all forms of immigration this country is becoming a hell hole to live in. Enough is enough
Identity Attack0.34324843
Insult0.34135336
Profanity0.27139977
Threat0.013217449
Severe Toxicity0.021806452
Moderate 0.4014846 Moderate Con 0.398
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
😂😂😂😂😂 what is the problem? 90% of Canada 🇨🇦 is white communities
😂😂😂😂😂 what is the problem? 90% of Canada 🇨🇦 is white communities
Identity Attack0.48915586
Insult0.16195811
Profanity0.094542764
Threat0.008285114
Severe Toxicity0.020515325
Moderate 0.4014846 Low Con 0.24 Humor_Satire
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
The usa is 100 times worse than Canada.
The usa is 100 times worse than Canada.
Identity Attack0.458714
Insult0.3388922
Profanity0.06546012
Threat0.008712323
Severe Toxicity0.016771052
Moderate 0.4014846 Low Con 0.126 Comparative_Framing
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Canada has become the Scam capital of the world. I wonder why. 😂
Canada has become the Scam capital of the world. I wonder why. 😂
Identity Attack0.33060804
Insult0.43296707
Profanity0.072882555
Threat0.007547205
Severe Toxicity0.013349563
Moderate 0.4014846 Low Con 0.267
Sep 29, 2025 1 likes IRCC Names India in Study …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights …
You are 1000000% correct Canadians are passive and don’t fight even fr their own country ….. it’s sad ….: not like Americans where they will show up if you try to f with they’re rights or try to pull off bs like this government is doing but Canadians are too drunk and too high to even do anything about it Canada has tampons in the men’s washroom enough said of the state of canada
Identity Attack0.39461556
Insult0.4125297
Profanity0.10797132
Threat0.008582866
Severe Toxicity0.019224197
Moderate 0.4014846 Moderate Con 0.463
Aug 28, 2025 Why Canadians Are Turning Against …
I love it 😍😍😍😍🎉long live indians 😌 amazing just the way bloody europeans living in Canada 😊 lovely
I love it 😍😍😍😍🎉long live indians 😌 amazing just the way bloody europeans living in Canada 😊 lovely
Identity Attack0.46028158
Insult0.34237885
Profanity0.22429734
Threat0.032695748
Severe Toxicity0.024631912
Moderate 0.4014846 Moderate Con 0.43 Solidarity
Feb 28, 2026 1 likes 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.