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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: "Its Khalistani..!" 133 comments · Page 5 of 6
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
The Canadian politician and official became part of khalistani scam to rob Canada blind on refugee support. People from Punjab spend a lot of money to agents to handle bribes and cost.
Identity Attack0.18313584
Insult0.19734058
Profanity0.02126184
Threat0.008789998
Severe Toxicity0.0059127808
Low Tox 0.2648175 Moderate Con 0.36 Unverified_Claim
Jan 28, 2026 Inside Canada's Indian Invasion...
Canada imported so many khalistanis now deal with them.
Canada imported so many khalistanis now deal with them.
Identity Attack0.2808415
Insult0.10294484
Profanity0.018597418
Threat0.010731863
Severe Toxicity0.008125305
Low Tox 0.26293078 Low Con 0.199 Identity_Assertion
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Colonizing the colonizers❤ Proud of my khalistani brothers lol stay there😂
Identity Attack0.24462871
Insult0.110259406
Profanity0.096805766
Threat0.045895394
Severe Toxicity0.02167734
Low Tox 0.26104406 Moderate Con 0.34 Humor_Satire
Feb 16, 2026 2 likes Inside Canada's Indian Invasion...
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections …
Your political parties support Khalistani terrorists for votes, Khalistanis bombed a Air India flight with 90% Canadian citizens (Trudeau's father was PM then), still your state supported Khalistanis. Now Khalistanis has sizable votes in elections and your political parties have fallen to "Vote bank politics" as in case of UK. Democracy's flaw catching up in Canada. I am sure these things will not be fixed
Identity Attack0.27510223
Insult0.1469393
Profanity0.020646973
Threat0.021472665
Severe Toxicity0.00831604
Low Tox 0.26104406 Constructive 0.612 Policy_Critique
Jan 27, 2026 Inside Canada's Indian Invasion...
Not Indian- they call themselves Khalistani
Not Indian- they call themselves Khalistani
Identity Attack0.3043136
Insult0.089778624
Profanity0.0715894
Threat0.009592636
Severe Toxicity0.01302678
Low Tox 0.25915736 Low Con 0.219
Oct 1, 2025 IRCC Names India in Study …
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Not Indian metropolis! this is khalistani metropolis, the same people Canada has been harboring for use against India to destabilize it !
Identity Attack0.2869935
Insult0.08459369
Profanity0.020168742
Threat0.010602405
Severe Toxicity0.0074005127
Low Tox 0.25727063 Low Con 0.135 Unverified_Claim
Nov 24, 2025 Inside Canada's Indian Metropolis (Brampton)
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers …
I'll tell you a little secret - Indians in the rest of India also despise the Brampton set, who are mostly from random villages in Punjab. Not least because most of the remaining Khalistan sympathisers (a terrorist group who wanted Punjab to become a separate homeland for Sikhs) are based here. The Khalistanis committed numerous terrorist attacks and atrocities throughout the 70s and 80s, before finally being put down for good in Operation Blue Star in 1984. Their remnants have wound up in Canada, still pushing for a terrorist ideology and independence movement in a country they've not lived in for years. Even the leader of the NDP is a Khalistan sympathiser. Diplomatic relations between India and Canada have been frosty recently for this reason.
Identity Attack0.2803029
Insult0.12702756
Profanity0.023584666
Threat0.02440793
Severe Toxicity0.008010864
Low Tox 0.25462922 Constructive 0.679 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
Justin Trudeau's khalistani vote bank 😂
Justin Trudeau's khalistani vote bank 😂
Identity Attack0.22935481
Insult0.24903896
Profanity0.080318145
Threat0.013165667
Severe Toxicity0.017610285
Low Tox 0.25462922 Low Con 0.126 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Let’s make it clear: Khalistanis are NOT Indians.
Let’s make it clear: Khalistanis are NOT Indians.
Identity Attack0.33060804
Insult0.071750276
Profanity0.032142747
Threat0.007637825
Severe Toxicity0.008277893
Low Tox 0.25462922 Low Con 0.219 Identity_Assertion
Feb 10, 2026 1 likes Inside Canada's Indian Invasion...
They are khalistani 😅
They are khalistani 😅
Identity Attack0.28034934
Insult0.2435641
Profanity0.11725569
Threat0.025443908
Severe Toxicity0.023076924
Low Tox 0.25462922 Low Con 0.186
Oct 1, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
That Sikh at 12:57 should have been asked why Khalistani's want Hindus to get out of Canada? It's easy to say everyone is equal but you allow calls for Hindus to be discriminated from that …
That Sikh at 12:57 should have been asked why Khalistani's want Hindus to get out of Canada? It's easy to say everyone is equal but you allow calls for Hindus to be discriminated from that very premises.
Identity Attack0.29035977
Insult0.07935401
Profanity0.020783609
Threat0.0091524795
Severe Toxicity0.0059509277
Low Tox 0.2524482 Constructive 0.592
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Remember most Sikhs arent Khalistani 😂
Remember most Sikhs arent Khalistani 😂
Identity Attack0.29951343
Insult0.21836096
Profanity0.13873272
Threat0.024235269
Severe Toxicity0.023364257
Low Tox 0.2524482 Low Con 0.22 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
How do you know they were Indian and not khalistani "sikh activists" in burrrampton and Surrey?
How do you know they were Indian and not khalistani "sikh activists" in burrrampton and Surrey?
Identity Attack0.2831485
Insult0.09416737
Profanity0.03990845
Threat0.009437286
Severe Toxicity0.008392334
Low Tox 0.24924077 Low Con 0.271
Oct 1, 2025 IRCC Names India in Study …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan …
I’m an Indian, and let me state the reality clearly. India has repeatedly warned Canada that many individuals seeking asylum there include criminals facing serious charges or jail time in India. Some exploit the Khalistan narrative to falsely claim political persecution, allowing them to gain asylum and citizenship. These networks have contributed to gang wars, drug trafficking, and rising violence in Canada. Khalistani extremists have a proven history of terrorism, including the Air India bombing Canada’s deadliest terror attack. If Canada genuinely wants to curb shootings, drug cartels, and organized crime, it must treat Khalistani extremist groups as terrorist organizations and stop offering safe haven to criminals. This is not about Sikhs,peaceful people. The problem arises when criminals and extremists are protected under the guise of activism. Canada’s continued refusal to extradite such individuals reflects a failure of policy, largely under the Trudeau government.
Identity Attack0.2700233
Insult0.13969865
Profanity0.024677763
Threat0.031314444
Severe Toxicity0.008277893
Low Tox 0.24763705 Constructive 0.735 Policy_Critique
Jan 27, 2026 55 likes Inside Canada's Indian Invasion...
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to …
Canada had a sizeable Indian population always and it was not an issue till Trudeau took power and mass imported millions esp military aged men from Panjab /rural Northern India so he could cater to his Sikh /Khalistani vote who are an extremely powerful lobby in the Canadian govt, every party in Canada has high ranking Khalistani politicians. The liberal yt elite Canadian govt sold its working and middle class ( who are largely white Canadians) for a 3rd world servile class which would keep them in power forever but it comes at the cost of massive collapse of social cohesion, falling wages and massive cultural shifts. When I visited Toronto, an Indian fast food worker said he was giving me an extra BBQ sauce as a favor and would charge for the second, I called the manager too school this moron and she was also shocked , when you mass import million of 3rd world largely uneducated Indians they mentally still think the are in India
Identity Attack0.24293575
Insult0.113185234
Profanity0.021535112
Threat0.008712323
Severe Toxicity0.006980896
Low Tox 0.2396185 Constructive 0.577 Unverified_Claim
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
They are not indians majority are called khalistani who are not indians
They are not indians majority are called khalistani who are not indians
Identity Attack0.28034934
Insult0.06889887
Profanity0.0684662
Threat0.009126588
Severe Toxicity0.010070801
Low Tox 0.23451406 Low Con 0.174 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If there's Khalistani flags then it's probably a Sikh temple not a Hindu one
If there's Khalistani flags then it's probably a Sikh temple not a Hindu one
Identity Attack0.28034934
Insult0.047349896
Profanity0.059447967
Threat0.010162249
Severe Toxicity0.00869751
Low Tox 0.22311419 Low Con 0.288 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s …
The problem is that Canada didn't just take immigrants from India, they took in criminals in the name of "asylum". In certain parts of India, there used to be small-scale separatist movements, back in 1970s and 1980s. Senior Trudeau saw this as an opportunity to vent his frustration for India's not signing of NPT . So the guy kept giving "asylum" to the violent separatists, to "teach India a lesson" (Yeahh... sure) Gradually, it became so that once you have gained enough rep in organised crime, drug trade, so that it's difficult for you to stay under the radar in India, running from law enforcement, you would run to Canada, UK or Australia, and ask for asylum, with whatever reason. And those countries, in their stupid sense of righteousness, would accept it without any background checks. Now, yes, it's a trouble for us (good job), because most of the gang leaders are hiding away in these countries, running their operations remotely. Indian officials are only able to nab the low-level gang members. But it also means that these countries now ALSO have the worst criminals in their cities. And once they settle down, they will do what they know best .... crimes. And gradually they become a problem for their host countries, as well as other Indians in these countries. (Whenever Khalistanis do any parade, they force other Indian families to put up their yellow flags on their homes, to make it look like they have massive support) It's not good for anyone, but these countries have put themselves in a position from which they have no idea how to extricate themselves. Sure, you may blame Indians. But we were literally asking you to send those criminals back, and you refused to do so. Now they are your problem. If they create problems for us, then maybe, they will drop de** in some parking lot. But apart from that, most of their activities are going to be Canada's problem to deal with. They are already turning the streets of Canada into a drug paradise, hurting the young people of both local and Indian origins. Such a waste of life and potential.
Identity Attack0.17303948
Insult0.12159709
Profanity0.023789622
Threat0.01101667
Severe Toxicity0.005493164
Low Tox 0.21107252 Constructive 0.659
Sep 19, 2025 8 likes Inside Canada's Indian Metropolis (Brampton)
You kicked out a most hated PM due to his policies (including khalistani support), what changed now? It was supposed to be for better, you voted for?
You kicked out a most hated PM due to his policies (including khalistani support), what changed now? It was supposed to be for better, you voted for?
Identity Attack0.052490227
Insult0.08533409
Profanity0.020510335
Threat0.020264024
Severe Toxicity0.0047683716
Low Tox 0.20973456 Moderate Con 0.363
Aug 26, 2025 Why Canadians Are Turning Against …
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
self inflicted wound; canadian society suffers due to connivance of politicians dancing to get votes from Khalistanis... plain and simple
Identity Attack0.11744241
Insult0.097093195
Profanity0.017231047
Threat0.009307829
Severe Toxicity0.00541687
Low Tox 0.20839658 Low Con 0.238 Policy_Critique
Feb 18, 2026 3 likes Canadian immigration officers investigating hundreds …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government …
Just a note on the Khalistanis in Canada. After the Khalistani insurgency in India in the 80s, many Khalistani terrorists moved to Canada after they assassinated the Indian Prime Minister Indira Gandhi. The Canadian government has been keeping the movement alive in order to mobilize their community for votes. This has caused many diplomatic fallouts with India lately since terrorists from Canada have been causing a resurgence in the movement in India and no one in India wants to deal with this. So essentially, you can't put the Indians and Khalistanis in the same bucket for this video.
Identity Attack0.13591312
Insult0.076819435
Profanity0.017026093
Threat0.046541955
Severe Toxicity0.0061798096
Low Tox 0.18554166 Constructive 0.717 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
There is a diff bw a pro indian and pro khalistani
There is a diff bw a pro indian and pro khalistani
Identity Attack0.19298288
Insult0.0836065
Profanity0.07643871
Threat0.01698343
Severe Toxicity0.014769804
Low Tox 0.17285149 Low Con 0.249 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Deal with Khalistani people. 😂
Deal with Khalistani people. 😂
Identity Attack0.17769934
Insult0.076819435
Profanity0.07676199
Threat0.048158366
Severe Toxicity0.016060932
Low Tox 0.16851899 Low Con 0.142 Identity_Assertion
Jan 28, 2026 2 likes Inside Canada's Indian Invasion...
Canada was lost when Justin and his father turned a blind eye to Khalistanis in name of vote bank politics
Canada was lost when Justin and his father turned a blind eye to Khalistanis in name of vote bank politics
Identity Attack0.058401883
Insult0.06984934
Profanity0.014327513
Threat0.009230154
Severe Toxicity0.003528595
Low Tox 0.1587729 Low Con 0.257 Policy_Critique
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Good video but just have to say something. The Yellow Flags outside of the Sikh Temple are not Khalistani Flags. They are just a more traditional flag of the Sikhs from the 17th and 18th …
Good video but just have to say something. The Yellow Flags outside of the Sikh Temple are not Khalistani Flags. They are just a more traditional flag of the Sikhs from the 17th and 18th Century. They do have a striking resemblance to the Khalistan Flag, but are not the same. A Sword/Punch Dagger to uphold righteousness, and a cauldron to feed the hungry. Unfortunately, many Sikhs you talk to whose families have not been here for more than two generations will not be very versed in anything other than Khalistan, yet alone what their religion, or symbols means.
Identity Attack0.116281845
Insult0.04442204
Profanity0.042413518
Threat0.03235042
Severe Toxicity0.0077056885
Low Tox 0.15435068 Constructive 0.754 Meta_Commentary
Feb 6, 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.