Skip to content
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.

Search & Filter

Search comment text, filter by category or toxicity level
30,738 comments · Page 612 of 1230
Lol the freecash promotion is such bs. Highly doubt you made 100 dollars.
Lol the freecash promotion is such bs. Highly doubt you made 100 dollars.
Identity Attack0.004069764
Insult0.0838533
Profanity0.14666493
Threat0.006757513
Severe Toxicity0.0048446655
Low Tox 0.2043827 Low Con 0.215 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
Stop immigration now
Stop immigration now
Identity Attack0.2028587
Insult0.027730936
Profanity0.022764845
Threat0.012596053
Severe Toxicity0.0064849854
Low Tox 0.2043827 Low Con 0.256 Call_To_Action
Feb 27, 2026 7 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with …
I get a lot of mail for my job. Over the past year, all of the delivery guys in my area (Nova Scotia) have slowly been swapped for Indian men. I try to interact with them on friendly terms as I did with all of the folks that used to deliver my packages. They generally completely disregard me, don't look at me, don't smile, act completely aloof and cold, throw the package on my deck, sit in their truck on their phone for 10-15 minutes, and then rip out (generally driving over my grass) and speed down the road texting all the while. It is a drastic, drastic change we are being forced to swallow. I'm sure CBC would call me alt-right just for daring to ponder that fact, but it is the reality of the situation. Gas on the flames of a housing/ inflation crisis. It is absolute unchecked insanity.
Identity Attack0.18313584
Insult0.082866095
Profanity0.12727508
Threat0.03373172
Severe Toxicity0.011367798
Low Tox 0.2043827 Constructive 0.687
Nov 16, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Guy on the bike is my spirit animal!!
Guy on the bike is my spirit animal!!
Identity Attack0.011469335
Insult0.10440776
Profanity0.066963166
Threat0.011042561
Severe Toxicity0.0074386597
Low Tox 0.2043827 Moderate Con 0.431 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
They are threatening our Canadian doctors who have families in their countries! They are extorting them with lawsuits and things of that nature in Canada abusing our loopholes. Fix this !!!
They are threatening our Canadian doctors who have families in their countries! They are extorting them with lawsuits and things of that nature in Canada abusing our loopholes. Fix this !!!
Identity Attack0.11976352
Insult0.06984934
Profanity0.020100424
Threat0.029933142
Severe Toxicity0.00667572
Low Tox 0.2043827 Moderate Con 0.499 Fear_Threat
Feb 18, 2026 Canadian immigration officers investigating hundreds …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… …
Funny how I was being called a racist for calling this out when it was just beginning. Media and government always wait until it’s far too late to do or say anything about it. “Optics”… you wanted the job, have some sort of dignity and do it.
Identity Attack0.08004672
Insult0.0838533
Profanity0.022696527
Threat0.008090926
Severe Toxicity0.004196167
Low Tox 0.2043827 Moderate Con 0.39 Identity_Assertion
Feb 21, 2026 Canadian immigration officers investigating hundreds …
I have to travel to Montreal for work relatively often. Driving in Montreal is insane, it’s like nothing I’ve ever seen in the US. You see those videos from India where there are cars everywhere …
I have to travel to Montreal for work relatively often. Driving in Montreal is insane, it’s like nothing I’ve ever seen in the US. You see those videos from India where there are cars everywhere forcing their way in and everyone is driving like 5mph - that’s like every Montreal on-ramp…
Identity Attack0.078392304
Insult0.123407245
Profanity0.033645786
Threat0.0077284453
Severe Toxicity0.0044059753
Low Tox 0.2043827 Constructive 0.548
Jan 27, 2026 Inside Canada's Indian Invasion...
I dont think deportations are happening. Canadians do not have the resources to track these visa violators.
I dont think deportations are happening. Canadians do not have the resources to track these visa violators.
Identity Attack0.15303208
Insult0.100019015
Profanity0.01579636
Threat0.0097738765
Severe Toxicity0.003967285
Low Tox 0.2043827 Moderate Con 0.355
Dec 29, 2025 Deportations From Canada at Their …
Same here in Niagara falls ..i strongly dislike them!
Same here in Niagara falls ..i strongly dislike them!
Identity Attack0.06567776
Insult0.06984934
Profanity0.025770858
Threat0.008220384
Severe Toxicity0.004711151
Low Tox 0.2043827 Moderate Con 0.467 Fear_Threat
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Buddy canada was dead before they needed a massive i flux of immigrants to run their economy. The government overdid it dont blame indians blame the government. Also theres a few bad apples on every …
Buddy canada was dead before they needed a massive i flux of immigrants to run their economy. The government overdid it dont blame indians blame the government. Also theres a few bad apples on every race and culture doesnt mean the entire populus is the same. You have some of the most educated high paying taxpayers in indian community
Identity Attack0.2331515
Insult0.07555214
Profanity0.023243073
Threat0.00951496
Severe Toxicity0.0062561035
Low Tox 0.2043827 Constructive 0.653 Policy_Critique
Jan 28, 2026 Inside Canada's Indian Invasion...
I thought that Canada is an Indian country 😂
I thought that Canada is an Indian country 😂
Identity Attack0.27510223
Insult0.06267534
Profanity0.040158957
Threat0.006641001
Severe Toxicity0.006790161
Low Tox 0.2043827 Moderate Con 0.36 Humor_Satire
Dec 24, 2025 IRCC Names India in Study …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a …
Michelle Rempel-Garner is a taxpayer funded politician that doesn't even live in her riding nor does she live in Canada, read about her in different forums and subreddits you will know how good of a politician she is. What she is doing here is trying to win votes by creating hate and divide and unfortunately people are blinded by hate to see it. She is not even letting the person answer before firing her next question, just getting half story and letting people speak to a point where she can use that to further push her parties ideology.
Identity Attack0.021585498
Insult0.16337912
Profanity0.047173142
Threat0.008077981
Severe Toxicity0.004501343
Low Tox 0.2043827 Constructive 0.645
Oct 1, 2025 IRCC Names India in Study …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and …
People in Canada are currently complaining about Indians coming and bringing their culture without assimilating? Colonisation and the complete destruction and disregard for Indigenous culture?? Hello? Now it’s the settler’s turn to get invaded, and they’re mad about it. What makes European settler culture the right one? Why not Indigenous culture? Why not Indian culture? What gives Europeans the right to have their culture remain in the Americas?
Identity Attack0.23998553
Insult0.0623257
Profanity0.01620627
Threat0.008582866
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.428 Moral_Argument
Mar 1, 2026 1 likes Inside Canada's Indian Invasion...
Okay let's leave the culture at the door. How about we start with jerkfest and the Caribana carnival that happened recently. Tell them to do it in their countries. Why block roads in Canada?
Okay let's leave the culture at the door. How about we start with jerkfest and the Caribana carnival that happened recently. Tell them to do it in their countries. Why block roads in Canada?
Identity Attack0.10409598
Insult0.0836065
Profanity0.0864606
Threat0.009877442
Severe Toxicity0.006713867
Low Tox 0.2043827 Moderate Con 0.32
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Our laws were not initially set up to hold foreign delinquents accountable. WE NEED LAW REFORM to adequately monitor and punish illegal immigrants in a timely efficient and effective manner. No boards, no committees. Just …
Our laws were not initially set up to hold foreign delinquents accountable. WE NEED LAW REFORM to adequately monitor and punish illegal immigrants in a timely efficient and effective manner. No boards, no committees. Just officers and judges.
Identity Attack0.22935481
Insult0.07428485
Profanity0.013985921
Threat0.013528148
Severe Toxicity0.005302429
Low Tox 0.2043827 Moderate Con 0.384
Sep 30, 2025 IRCC Names India in Study …
Stop immigration
Stop immigration
Identity Attack0.2127345
Insult0.027476108
Profanity0.025360947
Threat0.012803185
Severe Toxicity0.006752014
Low Tox 0.2043827 Low Con 0.273 Call_To_Action
Jan 4, 2026 New rules, regulations take effect …
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Canada turned to CanIndia. I used to live in Calgary and I was completely surprised by the amount of punjab people. Canada is already cooked
Identity Attack0.20483385
Insult0.07935401
Profanity0.041912504
Threat0.008686432
Severe Toxicity0.0077438354
Low Tox 0.2043827 Constructive 0.543 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Yeah no problem, I won’t be visiting that cesspool until this administration is out or in jail
Yeah no problem, I won’t be visiting that cesspool until this administration is out or in jail
Identity Attack0.0012987099
Insult0.12062615
Profanity0.00027252306
Threat0.011013825
Severe Toxicity0.000012441739
Low Tox 0.20395346
Dec 11, 2025
Jeets couldn't silence him by taking this video down lol.
Jeets couldn't silence him by taking this video down lol.
Identity Attack0.019274252
Insult0.045593183
Profanity0.08904689
Threat0.02613456
Severe Toxicity0.008888245
Low Tox 0.20335422 Low Con 0.149 Meta_Commentary
Feb 3, 2026 37 likes Inside Canada's Indian Invasion...
8:19 he didn’t even answer the question just spoke out of pure hate. Hating an entire continents population based off misinformation is sad.
8:19 he didn’t even answer the question just spoke out of pure hate. Hating an entire continents population based off misinformation is sad.
Identity Attack0.025404079
Insult0.0811385
Profanity0.020920247
Threat0.008259222
Severe Toxicity0.0036811829
Low Tox 0.20335422 Moderate Con 0.352 Moral_Argument
Jan 28, 2026 Inside Canada's Indian Invasion...
We call them timmigrants in these parts now days 🤣🤣
We call them timmigrants in these parts now days 🤣🤣
Identity Attack0.18158256
Insult0.05027775
Profanity0.049427703
Threat0.008686432
Severe Toxicity0.006904602
Low Tox 0.20335422 Low Con 0.276 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation …
If some guy handed you an invitation to a party at his house, and there, after an hour, someone approaches saying , 'I hate to tell you, but you WERE'NT actually invited and your invitation is fake, and although the guy who invited you DOES HALF OWN the house, but it is HIS BROTHER hosting the party, and your friend, whenever his brother holds a party prints out fake invitations. And then after being told to just STAY PUT, after thinking that you would like to just leave, the guy who explained this comes over to tell you that since your friend IS half owner of the house, that you are ALLOWED TO STAY, but preferably if you could just walk a long narrow hallway in sit in the large roomy storage closet. Maybe then, you think it preferable to just leave, but IT MIGHT BE CONSTRUED that you are making A BIG FUSS about leaving, and this would be BEING RUDE to the people WHO TOOK QUITE A BIT OF TIME to help you sort out YOUR DILEMMA, and IF you DO leave, you might NOT EVER be invited back again, and if you AREN'T invited back, MAYBE someone who saw you AT THE PARTY: LIKES YOU, and will go around LOOKING FOR YOU, even to the points of looking through people's windows to find you, and WHAT IF this would happen at like 3am, and maybe you should JUST TRY TO enjoy your stay in the broom closet BECAUSE someone who DOES LIKE YOU would wait and be able to SPOT YOU and say 'hi' AS YOU EXIT the main entrance, if that is the only exit.
Identity Attack0.014249804
Insult0.0816321
Profanity0.10982819
Threat0.011767523
Severe Toxicity0.008277893
Low Tox 0.20335422 Constructive 0.667 Humor_Satire
Feb 17, 2026 LILLEY UNLEASHED: The fall of …
Canada isn't for Canadians is for other people. Canadians are just a source of income for the government to waste resources on their ideological pandering propaganda
Canada isn't for Canadians is for other people. Canadians are just a source of income for the government to waste resources on their ideological pandering propaganda
Identity Attack0.18391247
Insult0.0808917
Profanity0.013029462
Threat0.007094103
Severe Toxicity0.00415802
Low Tox 0.20335422 Low Con 0.191 Identity_Assertion
Nov 21, 2025 3 likes Thousands of refugees allowed into …
Can we start calling Canada “little Bangladesh”?
Can we start calling Canada “little Bangladesh”?
Identity Attack0.17614605
Insult0.082619295
Profanity0.021125201
Threat0.007754337
Severe Toxicity0.00541687
Low Tox 0.20335422 Low Con 0.233
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
CBSA has over 5,000 Indians that they are trying to expel for criminal activity but India is refusing to take back their criminal element.
Identity Attack0.22063516
Insult0.083359696
Profanity0.025360947
Threat0.017328756
Severe Toxicity0.005569458
Low Tox 0.20335422 Moderate Con 0.404 Unverified_Claim
Oct 4, 2025 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.