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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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30,738 comments · Page 557 of 1230
Our country is becoming banana republic, we need a tough leader!
Our country is becoming banana republic, we need a tough leader!
Identity Attack0.04512853
Insult0.16780703
Profanity0.06946823
Threat0.008298059
Severe Toxicity0.004863739
Low Tox 0.2524482 Low Con 0.218
Sep 29, 2025 IRCC Names India in Study …
Canada is So doomed
Canada is So doomed
Identity Attack0.14661247
Insult0.15556364
Profanity0.048425674
Threat0.009178371
Severe Toxicity0.0061035156
Low Tox 0.2524482 Low Con 0.261 Fear_Threat
Jan 26, 2026 Canada’s new rules in 2026
Seeing the former church being converted into a hindu temple absolutely broke my heart to see as a Christian. To think that people built, worshipped in, got baptised at, in the name of OUR GOD. …
Seeing the former church being converted into a hindu temple absolutely broke my heart to see as a Christian. To think that people built, worshipped in, got baptised at, in the name of OUR GOD. The One True God. Seeing all of the idolators worshipping foreign gods in someplace that used to be God's home.. it's very disheartening to see as a Christian Westerner.
Identity Attack0.28034934
Insult0.07840354
Profanity0.02932342
Threat0.0076119336
Severe Toxicity0.0064468384
Low Tox 0.2524482 Constructive 0.548
Sep 23, 2025 Inside Canada's Indian Metropolis (Brampton)
Liberals are for evwryome else but their country man 😂
Liberals are for evwryome else but their country man 😂
Identity Attack0.17226285
Insult0.10440776
Profanity0.053435806
Threat0.009644418
Severe Toxicity0.006980896
Low Tox 0.2524482 Low Con 0.172
Sep 30, 2025 IRCC Names India in Study …
They all bought CDL's from their cousin's shady truck driving school and are working for their uncle's shady transport company that causes millions in damages that they weasel out of paying
They all bought CDL's from their cousin's shady truck driving school and are working for their uncle's shady transport company that causes millions in damages that they weasel out of paying
Identity Attack0.008398513
Insult0.20668297
Profanity0.042413518
Threat0.0066733654
Severe Toxicity0.0042152405
Low Tox 0.2524482 Moderate Con 0.372 Unverified_Claim
Oct 4, 2025 IRCC Names India in Study …
find a deport. use the tax money to remove them and not house them
find a deport. use the tax money to remove them and not house them
Identity Attack0.14875233
Insult0.055547886
Profanity0.016103793
Threat0.13127698
Severe Toxicity0.010299683
Low Tox 0.2524482 Low Con 0.168 Call_To_Action
Oct 4, 2025 IRCC Names India in Study …
From my experience, Indians are usually nice peaceful people. Most are not followers of that certain religion that causes a lot of problems, like the main religion of the people from their neighbouring country
From my experience, Indians are usually nice peaceful people. Most are not followers of that certain religion that causes a lot of problems, like the main religion of the people from their neighbouring country
Identity Attack0.29188538
Insult0.06757036
Profanity0.047173142
Threat0.008077981
Severe Toxicity0.008621216
Low Tox 0.2524482 Constructive 0.576 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
Faut poser la question à ceux qui ont voté pour Justin. Il a créé ce désastre
Faut poser la question à ceux qui ont voté pour Justin. Il a créé ce désastre
Identity Attack0.0063266335
Insult0.344702
Profanity0.014225035
Threat0.0060325502
Severe Toxicity0.0051116943
Low Tox 0.2524482 Low Con 0.232 Policy_Critique
Jan 1, 2026 1 likes Deportations From Canada at Their …
Omg. That man on a bike is based af. Someone vote for this man.
Omg. That man on a bike is based af. Someone vote for this man.
Identity Attack0.008842488
Insult0.16883044
Profanity0.06044999
Threat0.009074804
Severe Toxicity0.0060653687
Low Tox 0.2524482 Moderate Con 0.403 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Let me off the ride. I dont the canadian government. Elbows up is destroying canada
Identity Attack0.10221587
Insult0.082372494
Profanity0.020442016
Threat0.06863153
Severe Toxicity0.005493164
Low Tox 0.2524482 Low Con 0.254
Jan 3, 2026 New rules, regulations take effect …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh …
Trudeau gets in office talks about creating more jobs for Canadians right well how many white people did anyone see working non yeah okay same thing where I’m at and who’s on the street oh yeah Canadians some one tell me how that’s right
Identity Attack0.2764353
Insult0.07301756
Profanity0.021466793
Threat0.007598988
Severe Toxicity0.006752014
Low Tox 0.2524482 Moderate Con 0.478 Identity_Assertion
Feb 27, 2026 Inside Canada's Indian Invasion...
imagine the smell 🤢🤮
imagine the smell 🤢🤮
Identity Attack0.00725158
Insult0.07016616
Profanity0.16589902
Threat0.008505191
Severe Toxicity0.010910034
Low Tox 0.2524482 Moderate Con 0.373 Fear_Threat
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
Thanks 😂 i m indian.. i like u exposed indians
Thanks 😂 i m indian.. i like u exposed indians
Identity Attack0.2795294
Insult0.0806213
Profanity0.08840031
Threat0.04098356
Severe Toxicity0.015673593
Low Tox 0.2524482 Moderate Con 0.431 Humor_Satire
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
It’s not racist to not want your country to turn into India
It’s not racist to not want your country to turn into India
Identity Attack0.28034934
Insult0.047935467
Profanity0.064458095
Threat0.01254427
Severe Toxicity0.010223389
Low Tox 0.2524482 Low Con 0.25 Identity_Assertion
Jan 27, 2026 965 likes Inside Canada's Indian Invasion...
High crime stealing cars , jewelry, houses fraud all over Canada 🇨🇦
High crime stealing cars , jewelry, houses fraud all over Canada 🇨🇦
Identity Attack0.06385879
Insult0.16758773
Profanity0.015147334
Threat0.009074804
Severe Toxicity0.0059890747
Low Tox 0.2524482 Moderate Con 0.326 Unverified_Claim
Jul 5, 2025 3 likes How Canada broke its immigration …
i asked an Indian fellow with a thick accent working at the gas station about all his tattoos and if he was in a gang....he said no but he will be soon. Wow!
i asked an Indian fellow with a thick accent working at the gas station about all his tattoos and if he was in a gang....he said no but he will be soon. Wow!
Identity Attack0.23770751
Insult0.0816321
Profanity0.062454045
Threat0.036839653
Severe Toxicity0.009117126
Low Tox 0.2524482 Constructive 0.525
Sep 28, 2025 1 likes IRCC Names India in Study …
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Those responsible to safeguard it does not want illegals to be removed. They are part of the immigration racket.
Identity Attack0.26155844
Insult0.08459369
Profanity0.016821137
Threat0.013217449
Severe Toxicity0.0065612793
Low Tox 0.2524482 Low Con 0.182 Unverified_Claim
Sep 30, 2025 IRCC Names India in Study …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something …
Honor the first safe country agreement and those deportation numbers will skyrocket. Anyone who crossed at Roxam road broke the law. Stop claiming immigration controls are racist. Canadian media calls everyone racist for saying something while the elites are allowed to create an indentured servant underclass which is am actual factual form of racism.
Identity Attack0.2028587
Insult0.13064787
Profanity0.015693882
Threat0.007819066
Severe Toxicity0.0049209595
Low Tox 0.2524482 Moderate Con 0.418 Policy_Critique
Dec 29, 2025 Deportations From Canada at Their …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to …
First of all stop all these bogus students and asylum seekers, immigration needs to be rationalized. Canada cant save the world if it cant save itself. Unfortunately people need to leave and we need to limit how many people come here
Identity Attack0.22261032
Insult0.12702756
Profanity0.015864678
Threat0.010550622
Severe Toxicity0.007095337
Low Tox 0.2524482 Moderate Con 0.405
Jan 15, 2026 2.9 million Canadian temporary visas …
Christ warned us.... ''they will hate you for my namesake '' and a little later in Revelation we are told to flee our cities for the flood of the nations of the unbelievers . Enough …
Christ warned us.... ''they will hate you for my namesake '' and a little later in Revelation we are told to flee our cities for the flood of the nations of the unbelievers . Enough said
Identity Attack0.15731181
Insult0.071116626
Profanity0.04366605
Threat0.03373172
Severe Toxicity0.0077438354
Low Tox 0.2524482 Moderate Con 0.318
Aug 25, 2025 6 likes Why Canadians Are Turning Against …
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Its ok have some drugs, get high This immigrant will save your life in hospital. People are fed up because they still get treated, the gap is being filled….
Identity Attack0.18002926
Insult0.09563028
Profanity0.021740068
Threat0.010887212
Severe Toxicity0.0059890747
Low Tox 0.2524482 Moderate Con 0.476 Solidarity
Sep 11, 2025 Why Canadians Are Turning Against …
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as …
3:27 - and that’s the problem- self worried. I worry about my kids future and serving God not myself. Self centered people are the dangers of free society. They don’t worry about losing freedom as long as it seems it will outlast them It’s an issue in Rural East TN. All the gas stations, even the old ones off the main hwys that used to be where all the old local generation would gather and drink coffee and eat breakfast….those places sold out to 🇮🇳 It’s insane
Identity Attack0.053399716
Insult0.17734702
Profanity0.030890211
Threat0.007922632
Severe Toxicity0.004501343
Low Tox 0.2524482 Constructive 0.654 Fear_Threat
Feb 27, 2026 Inside Canada's Indian Invasion...
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)
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Canada government are realy should be investigating 5 millions indian arrived in 3 years indians are controlling Canadian politicians
Identity Attack0.2839175
Insult0.071116626
Profanity0.021876704
Threat0.00933372
Severe Toxicity0.006713867
Low Tox 0.2524482 Low Con 0.17 Unverified_Claim
Sep 29, 2025 IRCC Names India in Study …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been …
The rich have stolen everything and blame the “other”for our problems in order to divide us. They also use immigration to lower wages and dilute the labour pool. In many cases the immigrants have been lied to and sacrificed for this false opportunity. We all need to fight the big money monopolies that choke us all and make the desperation that leads to hate. As a Canadian I’ll point out that people are people, the Canadians I know don’t treat “Canada”well.
Identity Attack0.2331515
Insult0.15556364
Profanity0.016752819
Threat0.008466354
Severe Toxicity0.005340576
Low Tox 0.2524482 Constructive 0.64
Sep 22, 2025 Why Canadians Are Turning Against …

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.