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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

Browse comments with toxicity & constructive scores. Filter by keyword, polarity, toxicity range, or cluster.

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Active: "Hindu and Muslim are same …" 45 comments · Page 1 of 2
These hateful dirty untouchables scum murder Christians and Muslims and attack their places of worship and these smelly bastards get away with it because of their hateful hindu fascist government.
These hateful dirty untouchables scum murder Christians and Muslims and attack their places of worship and these smelly bastards get away with it because of their hateful hindu fascist government.
Identity Attack0.7856228
Insult0.7967344
Profanity0.64657205
Threat0.5195707
Severe Toxicity0.50703704
Toxic 0.89241093 Low Con 0.204 Identity Attack Insult Threat Unverified_Claim
Feb 7, 2026 2 likes Inside Canada's Indian Invasion...
One Indian family I met used a church claiming to be persecuted Christians to come here and got PR upon arrival. They have a daughter who should be in school but they keep her home …
One Indian family I met used a church claiming to be persecuted Christians to come here and got PR upon arrival. They have a daughter who should be in school but they keep her home and are more interested in finding their 14 Yr old a Hindu or Muslim husband. Canadian immigration is a fucking joke!
Identity Attack0.6106996
Insult0.5130944
Profanity0.5865656
Threat0.017156094
Severe Toxicity0.21290472
Moderate 0.681338 Moderate Con 0.487 Identity Attack Insult
Nov 24, 2025 1 likes Thousands of refugees allowed into …
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
HEY Hindu, Punjabi and Muslim Immigrants, YOU SHOULD GO BACK TO WHERE YOU COME FROM. YOU DON'T HAVE MANNERS. DON'T MAKE CANADA AS AS ANOTHER COUNTRY. CANADA IS CANADA. I AM VERY SERIOUS
Identity Attack0.65625757
Insult0.4794537
Profanity0.114160895
Threat0.053330876
Severe Toxicity0.23224287
Moderate 0.62136006 Moderate Con 0.369 Identity Attack Identity_Assertion
Aug 28, 2025 Why Canadians Are Turning Against …
Indian hindue is k*lling sikh Muslim Christians and Dalit no body is safe in hindue india so thats why khalistan sikhs want freedom just like many state in hindue india like Kashmir Muslim want freedom …
Indian hindue is k*lling sikh Muslim Christians and Dalit no body is safe in hindue india so thats why khalistan sikhs want freedom just like many state in hindue india like Kashmir Muslim want freedom and from christian side Nagaland no body who is not hindue is not safe
Identity Attack0.6458014
Insult0.5332045
Profanity0.46460027
Threat0.46976724
Severe Toxicity0.50703704
Moderate 0.60311776 Moderate Con 0.447 Identity Attack Insult
Jan 27, 2026 Inside Canada's Indian Invasion...
I would prefer a muslim than a Hindu. As a white woman. A muslim wouldn’t stink.
I would prefer a muslim than a Hindu. As a white woman. A muslim wouldn’t stink.
Identity Attack0.6458014
Insult0.489133
Profanity0.29456177
Threat0.012699619
Severe Toxicity0.08332442
Moderate 0.60254884 Moderate Con 0.373 Identity Attack Identity_Assertion
Jan 29, 2026 2 likes Inside Canada's Indian Invasion...
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn …
Orang eropa dn Amerika bahkan seluruh dunia harus menolak imigran dr india, mereka menjijikan dn kotor dn jg norak, kelakuan mereka seperti hidup di jaman batu bahkan di India sama mereka makan kotoran sapi dn mandi dengan kencing sapi dn mereka merasa bangga dg hal itu , belum LG orng Hindu sangat rasis kepada kaum minoritas terutama muslim dn kristen.
Identity Attack0.60238177
Insult0.5678696
Profanity0.33453682
Threat0.1338057
Severe Toxicity0.46947223
Moderate 0.5779532 Moderate Con 0.341 Identity Attack Insult Unverified_Claim
Feb 13, 2026 Inside Canada's Indian Invasion...
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those …
These are the worms on my taxes paid. Basically, worms on taxpayers' money. The western and Muslim ecosystems need to be brought down. Stop hate against India. I know, you guys are covering up those belong to western and Muslim ecosystems. @drsjaishankar, #NoFTAWithCanada! Indians of Hindu origin, it's time to show these worms of purchasing power of Hindus by boycotting these ecosystems.
Identity Attack0.56445944
Insult0.5130944
Profanity0.26628086
Threat0.08396416
Severe Toxicity0.16960317
Moderate 0.5566829 Moderate Con 0.317 Identity Attack Insult Unverified_Claim
Sep 28, 2025 IRCC Names India in Study …
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in …
Just ask us Canadians how we feel about thousands of Muslims praying in our streets and parks when they have hundreds of mosques...or how about putting up sixty foot statues of your Hindu Gods in our Christian Country...the Federal Govt is openly betraying the People..PM Carny just stating Muslim Values are Canadian Values...NO THEY ARE NOT, we were built on the Europea Christian dysprosium get over it , you come here...when in Rome act like a Roman don't shit on our beaches, throw trash on the side of the road, and quit trying to scam every rule and regulation..and most of all keep telling Canadians to die and burn our Flag, the backlash is coming, you have been warned
Identity Attack0.55044734
Insult0.5130944
Profanity0.4033339
Threat0.058503386
Severe Toxicity0.16960317
Moderate 0.54325575 Moderate Con 0.379 Identity Attack Insult
Aug 26, 2025 Why Canadians Are Turning Against …
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need …
Way, Way, Way Better than Muslims. Once they have Numbers they Dominate and then Kill you. 1400 Years of Islamic History Proves this Out. Hindu,, Sikh are hard working people & Peaceful. They do need to assimilate to Countries they go to and learn the language. Also the Polish guy was right about them being Dirty. They need to do much better on that issue. If you have been the India it is VERT DIRTY. The Hindu & Sikh people know about the Muslims. We Westerns need to learn it also before it's to Late.
Identity Attack0.57150364
Insult0.4810288
Profanity0.28708664
Threat0.44605255
Severe Toxicity0.35368225
Moderate 0.52007306 Constructive 0.675 Identity Attack Fear_Threat
Oct 31, 2025 Inside Canada's Indian Metropolis (Brampton)
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Modis BJP killed millions of Muslims in Gujarat. To say Hindu respect all religions is BS 😂. Some due but majority of Hindus are racist. Believe in the Cast system
Identity Attack0.55044734
Insult0.5130944
Profanity0.3320008
Threat0.42133212
Severe Toxicity0.34977677
Moderate 0.5140397 Moderate Con 0.314 Identity Attack Insult
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
The world over muslims migrated to the west while in recent times RSS, VHP, Bajrang dal, hindu goons are spreading their tentacles to destroy the west.
Identity Attack0.55044734
Insult0.4810288
Profanity0.28364125
Threat0.18597278
Severe Toxicity0.16960317
Moderate 0.50789946 Low Con 0.185 Identity Attack Fear_Threat
Aug 25, 2025 Why Canadians Are Turning Against …
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they …
IDK I wouldn't mind a Sikh or Hindu immigration problem, as long as they all eventually assimilated to the Canadian way of life. They should be happy they're not Muslim refugees. Though I notice they have those undesirables in Canada as well.
Identity Attack0.5913144
Insult0.41530323
Profanity0.10023434
Threat0.01187109
Severe Toxicity0.02373986
Moderate 0.49139655 Constructive 0.595 Identity Attack Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
I love Indian food too. Better to have them (the Hindu, Sikhs, and the very few Christian and Jewish ones) than the Muslims.
I love Indian food too. Better to have them (the Hindu, Sikhs, and the very few Christian and Jewish ones) than the Muslims.
Identity Attack0.5983441
Insult0.2838064
Profanity0.16496858
Threat0.021472665
Severe Toxicity0.028730227
Moderate 0.4838166 Constructive 0.578 Identity Attack Identity_Assertion
Feb 22, 2026 Inside Canada's Indian Invasion...
I am speaking as an Indian. The whole world has become a circus today only because of Pakistani Mujits, Bangladeshi Kanglus, foreign Racists, and some Hindu exetremists and Muslim exetremists Anyway, I am very entertained.😂
I am speaking as an Indian. The whole world has become a circus today only because of Pakistani Mujits, Bangladeshi Kanglus, foreign Racists, and some Hindu exetremists and Muslim exetremists Anyway, I am very entertained.😂
Identity Attack0.5135796
Insult0.4378843
Profanity0.2687007
Threat0.1115629
Severe Toxicity0.16960317
Moderate 0.47886392 Moderate Con 0.376 Identity Attack Humor_Satire
Feb 26, 2026 Inside Canada's Indian Invasion...
Muslims are not able to compete with the HINDUS. Sorry they are crying muslims anti hindu thats it, stop interviewing muslims. No Hindu voices.
Muslims are not able to compete with the HINDUS. Sorry they are crying muslims anti hindu thats it, stop interviewing muslims. No Hindu voices.
Identity Attack0.55803186
Insult0.34203702
Profanity0.098067984
Threat0.013165667
Severe Toxicity0.023692908
Moderate 0.47886392 Low Con 0.225 Identity Attack Identity_Assertion
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were …
There is not one good thing about them, period. They are demonic. They've completely taken over the U.S too. While you guys worry about the Muslims who are no threat to you, the Indians were implementing the Hindu demon god in the West. That was their plan all along. They had you guys fight the Muslims for them, so they can implement their demon god here. You betta start rebuke their spirit every single day or you all are in trouble. The West is about to become like India
Identity Attack0.5135796
Insult0.40243408
Profanity0.29456177
Threat0.13211988
Severe Toxicity0.10702737
Moderate 0.47772613 Moderate Con 0.329 Identity Attack Unverified_Claim
Feb 4, 2026 2 likes Inside Canada's Indian Invasion...
Look I am not Muslim but that Indian try to promote hate against Muslims is Hindu extremists racist. There are over 1000s Hindu temples he and his religion is biggest problem . Just drive in …
Look I am not Muslim but that Indian try to promote hate against Muslims is Hindu extremists racist. There are over 1000s Hindu temples he and his religion is biggest problem . Just drive in 400 north of Finch there is biggest Hindu temple in North America. He is Hindu extremists
Identity Attack0.5135796
Insult0.37166002
Profanity0.16450337
Threat0.038220957
Severe Toxicity0.02444411
Moderate 0.47323486 Constructive 0.594 Identity Attack
Aug 29, 2025 Why Canadians Are Turning Against …
@14:40 One thing about the Hindu-ism what I've seen and learnt is, they hate, harass & conspire agaivst everybody who isn't Hindu. They don't spare Muslims, Christians, even the lower caste Hindus. What you are …
@14:40 One thing about the Hindu-ism what I've seen and learnt is, they hate, harass & conspire agaivst everybody who isn't Hindu. They don't spare Muslims, Christians, even the lower caste Hindus. What you are seeing is all It's all fake & rehearsed.
Identity Attack0.5108175
Insult0.3486032
Profanity0.11354194
Threat0.058503386
Severe Toxicity0.023076924
Moderate 0.43475235 Constructive 0.553 Identity Attack Unverified_Claim
Oct 6, 2025 Inside Canada's Indian Metropolis (Brampton)
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land …
If you think hindu and sikh were problem then i think 3% of Muslim not concentrate at one place See your native place england what happened to them Hindu and sikh came from that land which give everyone place who were Slaughter all over the earth But Muslim were those who slaughter them Hari bol ❤
Identity Attack0.5108175
Insult0.40189892
Profanity0.18909787
Threat0.34804323
Severe Toxicity0.23225316
Moderate 0.4274071 Constructive 0.511 Identity Attack
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in …
I’m live in a tent surrounded by junkies harassed daily by rich immigrants that look at me like dog meat,profiled by security guards in turbans,even the homeless shelters hire them everyday is a slap in the face.our political leaders are more worried about gay pride than division of labour and resources.we need to get our kids off drugs not give them more reasons to quit life.i wish I had video of the entitled Hindu that lectured me on Brit’s in India 70yrs before he was born it’s okay to crap on British colonization but you can’t crap on them for flooding into Europe and North America because that’s racist. What do I get when I go to India? Delhi belly or pickpocketed. Maybe if we send Walmart,Tim hortons, ,McDonald’s to India and go back to mom and pop shops. Ask them how they feel about gay pride than,do they get to drive out the muslims like they did when the Brit’s left? That’s why Pakistani exists,we just expect them to drop their bullshit when they move here.ive slept in a tent next to a war memorial and was routinely woken up by free palatstine and other bullshit protests that those soldiers did not fight for
Identity Attack0.458714
Insult0.42567953
Profanity0.19893537
Threat0.13815513
Severe Toxicity0.024772761
Moderate 0.4269174 Constructive 0.618 Personal_Narrative
Aug 27, 2025 1 likes Why Canadians Are Turning Against …
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Bettter hindu indians than islamic extremists muslims but they should definitely assimilate
Identity Attack0.5108175
Insult0.32211447
Profanity0.16450337
Threat0.026652548
Severe Toxicity0.023458159
Moderate 0.4269174 Low Con 0.168 Identity Attack Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Immigration is ok,just measure the numbers of crimes done by hindu/ Punjabis vs muslim immigrants and their high decimal mosques
Identity Attack0.5203519
Insult0.2838064
Profanity0.12158839
Threat0.053007595
Severe Toxicity0.059217658
Moderate 0.4269174 Low Con 0.233 Identity Attack Unverified_Claim
Nov 11, 2025 Inside Canada's Indian Metropolis (Brampton)
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos …
hindu percent is just 2.3 and sikhs just 2.1 so total 4.4 that too just in brampton or greater tornto but muslims illegal immigrants refugees muslim refugess they make up 5 percent they go ghettos and all but still they arent blamed
Identity Attack0.4931391
Insult0.26957804
Profanity0.14930901
Threat0.03304107
Severe Toxicity0.023599008
Moderate 0.41168427 Moderate Con 0.459 Unverified_Claim
Oct 5, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
It would have been next level if it was only muslim immigration. Be happy atleast it's Hindu immigration, they basically live among themselves with out disturbing you (whites).
It would have been next level if it was only muslim immigration. Be happy atleast it's Hindu immigration, they basically live among themselves with out disturbing you (whites).
Identity Attack0.5051593
Insult0.24171697
Profanity0.1554785
Threat0.013424582
Severe Toxicity0.02077355
Moderate 0.4014846 Moderate Con 0.362 Identity Attack
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or …
These are Punjabis who are closer to ethnic Pakistanis than Indians. Most of these punjabis aren't hindu, and don't like hindu. Don't associate them with Indians. They treat Indians horribly, and aren't hardworking, smart, or educated like Indian diasporic community. As an Indian Muslim, most Indians do not like these people. Hindus and Muslims don't behave like these Sikhs.
Identity Attack0.5135796
Insult0.35161978
Profanity0.17008601
Threat0.018710058
Severe Toxicity0.023317307
Moderate 0.4014846 Constructive 0.664 Identity Attack Identity_Assertion
Feb 14, 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.