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
Active: "Not like it has to …" 2,805 comments · Page 103 of 113
I have to say the video at 25:00 really looks like AI generated. While not inaccurate of experiences i think more weight would be given for real world examples.
I have to say the video at 25:00 really looks like AI generated. While not inaccurate of experiences i think more weight would be given for real world examples.
Identity Attack0.008028535
Insult0.014314918
Profanity0.020920247
Threat0.009100696
Severe Toxicity0.0021266937
Low Tox 0.036870047 Constructive 0.635 Meta_Commentary
Aug 26, 2025 Why Canadians Are Turning Against …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around …
I love Punjabis. They are the most humble and kind people to be around. Chardi Kala high spirits all around. I feel very good around them and don't feel judged. Being myself feels ok around them. They like to to take care of others. They will commonly ask you if you are OK and need water, food, anything. Langar/ community kichen is inbedded in culture and makes sure everyone eats in the same humble setting. They think communally and make sure to ask all parties how they feel about a particular topic, especially before making a decision. They appreciate when you try to understand them. They love when you speak their language. These people are blessed and I love them. I really hope that people bridge the gap between each other and love thy neighbour. God Bless Chardi Kala rahin.
Identity Attack0.020279141
Insult0.017614283
Profanity0.027547138
Threat0.00933372
Severe Toxicity0.0030708313
Low Tox 0.036870047 Constructive 0.817
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
It's happening all over. We are being made to feel like we are guest in our own country. I wonder if the roles were switched, if they would have the same feelings a lot.of us …
It's happening all over. We are being made to feel like we are guest in our own country. I wonder if the roles were switched, if they would have the same feelings a lot.of us have
Identity Attack0.01666154
Insult0.012224905
Profanity0.014259194
Threat0.0066798385
Severe Toxicity0.0012302399
Low Tox 0.036634352 Constructive 0.623 Identity_Assertion
Feb 7, 2026 Inside Canada's Indian Invasion...
More like panjab, then India
More like panjab, then India
Identity Attack0.025404079
Insult0.019419061
Profanity0.019622196
Threat0.0079873605
Severe Toxicity0.002861023
Low Tox 0.03639866 Low Con 0.22 Identity_Assertion
Oct 21, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
5:10 i like this guy. Wish everyone could be this honest
5:10 i like this guy. Wish everyone could be this honest
Identity Attack0.009693438
Insult0.012984909
Profanity0.024951037
Threat0.010369381
Severe Toxicity0.0030326843
Low Tox 0.036162965 Moderate Con 0.405 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
We waiting to becom like UK and europe for do something
We waiting to becom like UK and europe for do something
Identity Attack0.01555616
Insult0.011844902
Profanity0.017845914
Threat0.009877442
Severe Toxicity0.0022125244
Low Tox 0.035691574 Low Con 0.233 Call_To_Action
Aug 25, 2025 Why Canadians Are Turning Against …
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Those Trump supporters or even Alberta that wants to separate can go. By the way you won’t like Florida’s laws that I guarantee you. When I tell you it would be make you cringe. 😏
Identity Attack0.00040238418
Insult0.008259817
Profanity0.00036573748
Threat0.0067498917
Severe Toxicity0.000008837004
Low Tox 0.035514187
Dec 10, 2025
Oh yes, FINALLY. Ive been complaining about this for like 10 years
Oh yes, FINALLY. Ive been complaining about this for like 10 years
Identity Attack0.0032003147
Insult0.012604907
Profanity0.018597418
Threat0.0068999166
Severe Toxicity0.0011920929
Low Tox 0.03545588 Moderate Con 0.427
Oct 1, 2025 IRCC Names India in Study …
I have like 13 gift card from Tim Horton some have $20,$50 and honestly I don’t go
I have like 13 gift card from Tim Horton some have $20,$50 and honestly I don’t go
Identity Attack0.005660672
Insult0.012072904
Profanity0.018734055
Threat0.008298059
Severe Toxicity0.001745224
Low Tox 0.035220183 Moderate Con 0.472
Jan 27, 2026 Inside Canada's Indian Invasion...
UK has places like this in London, Birmingham, Leicester, Harrow, Hounslow, Brent,Slough. Come to think of it majority of the UK 🤔 🤣
UK has places like this in London, Birmingham, Leicester, Harrow, Hounslow, Brent,Slough. Come to think of it majority of the UK 🤔 🤣
Identity Attack0.014249804
Insult0.013820915
Profanity0.018802373
Threat0.007314181
Severe Toxicity0.0017356873
Low Tox 0.035220183 Moderate Con 0.499 Comparative_Framing
Feb 23, 2026 1 likes Inside Canada's Indian Invasion...
I like that dude riding the bike, he’s speaking some truth.
I like that dude riding the bike, he’s speaking some truth.
Identity Attack0.0040512653
Insult0.01617693
Profanity0.014771583
Threat0.007961469
Severe Toxicity0.0015449524
Low Tox 0.034984488 Moderate Con 0.43 Solidarity
Jan 27, 2026 36 likes Inside Canada's Indian Invasion...
This is sort of like Australia right now too.
This is sort of like Australia right now too.
Identity Attack0.020580608
Insult0.012376905
Profanity0.01887069
Threat0.008414571
Severe Toxicity0.0020885468
Low Tox 0.034984488 Moderate Con 0.35
Jan 27, 2026 5 likes Inside Canada's Indian Invasion...
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Changed when? Its been "Bram-ledish" for 40 years... like "Wop-saga" has been Wasaga Beach for 40 years.
Identity Attack0.00569767
Insult0.017420914
Profanity0.0137468055
Threat0.006738094
Severe Toxicity0.0011825562
Low Tox 0.034748793 Low Con 0.259 Identity_Assertion
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
How can a country transform like that in a matter of a few years 😮
How can a country transform like that in a matter of a few years 😮
Identity Attack0.0076215584
Insult0.013972916
Profanity0.013473531
Threat0.0070552654
Severe Toxicity0.0013923645
Low Tox 0.034748793 Low Con 0.21 Question
Jan 29, 2026 Inside Canada's Indian Invasion...
I honestly really like Indian people. Very hardworking
I honestly really like Indian people. Very hardworking
Identity Attack0.023997234
Insult0.011958904
Profanity0.02249157
Threat0.009204263
Severe Toxicity0.00289917
Low Tox 0.034748793 Constructive 0.517 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
Upgrade to the last video, "Don't they like us?" Stephen Harper opened the flood gates. Treadeu held then opened too long.
Upgrade to the last video, "Don't they like us?" Stephen Harper opened the flood gates. Treadeu held then opened too long.
Identity Attack0.0037367835
Insult0.014428918
Profanity0.014225035
Threat0.008194493
Severe Toxicity0.0012493134
Low Tox 0.034748793 Low Con 0.265
Aug 25, 2025 2 likes Why Canadians Are Turning Against …
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
I think immigration would result in assimilation if you had small numbers of people from all countries. But many countries around the world have millions of immigrants from only a few countries like India etc.
Identity Attack0.025806036
Insult0.010476895
Profanity0.014600786
Threat0.0070164283
Severe Toxicity0.0014591217
Low Tox 0.034748793 Moderate Con 0.495 Policy_Critique
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. …
Im also an immigrant but I came here because I liked Canadian culture, I didn't want to bring my Country's culture here. I simply wanted to live a North American lifestyle. This is entirely different. Its just changing your location, and continuing to live in a mini India inside a different geography. If I want to experience my country's culture again and if I miss it I simply do a visit to my family back home.
Identity Attack0.025002124
Insult0.012414906
Profanity0.011816809
Threat0.0062008454
Severe Toxicity0.0011301041
Low Tox 0.034513097 Constructive 0.717
Sep 20, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Bro we live in India now omg 2 likes😊
Bro we live in India now omg 2 likes😊
Identity Attack0.01766643
Insult0.012566907
Profanity0.024404489
Threat0.009385503
Severe Toxicity0.0032424927
Low Tox 0.034513097 Moderate Con 0.454 Identity_Assertion
Jan 27, 2026 8 likes Inside Canada's Indian Invasion...
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that …
I don’t have an issue with immigrants living in Canada. All I ask is that people who move here actually care about Canada and treat it like home. Language takes generations to develop, so that part doesn’t bother me at all.
Identity Attack0.020279141
Insult0.013326911
Profanity0.012004685
Threat0.006149062
Severe Toxicity0.0009918213
Low Tox 0.034513097 Constructive 0.652 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is like 2 minutes from my house, thanks for shining light on this 😂
This is like 2 minutes from my house, thanks for shining light on this 😂
Identity Attack0.0057346676
Insult0.012566907
Profanity0.022286616
Threat0.010369381
Severe Toxicity0.0025177002
Low Tox 0.034513097 Moderate Con 0.464 Personal_Narrative
Jan 27, 2026 355 likes Inside Canada's Indian Invasion...
In Victoria Australia we have a place like this , Craigieburn
In Victoria Australia we have a place like this , Craigieburn
Identity Attack0.009064475
Insult0.01306091
Profanity0.01846078
Threat0.009204263
Severe Toxicity0.002336502
Low Tox 0.034277402 Moderate Con 0.316 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
For everyone not in Canada, the guy on the bike is how 90 percent of Canadians feel. Some are to nice to say it and others speak freely like bike guy.
Identity Attack0.013546381
Insult0.016632931
Profanity0.011082385
Threat0.0062396824
Severe Toxicity0.0009822845
Low Tox 0.034277402 Constructive 0.59 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
i wonder,,,have you ever thought,,,,Hmmm!,,,it's almost like this is being done; deliberately ?
i wonder,,,have you ever thought,,,,Hmmm!,,,it's almost like this is being done; deliberately ?
Identity Attack0.0025158543
Insult0.013896915
Profanity0.013302735
Threat0.007754337
Severe Toxicity0.0011444092
Low Tox 0.034041706 Moderate Con 0.319
Aug 25, 2025 Why Canadians Are Turning Against …
When I go to Pearson it looks and feels like Mumbai
When I go to Pearson it looks and feels like Mumbai
Identity Attack0.016460562
Insult0.014580919
Profanity0.019007329
Threat0.007909686
Severe Toxicity0.0017738342
Low Tox 0.033806015 Moderate Con 0.341 Identity_Assertion
Jan 19, 2026 45 likes Why Canada’s immigration system has …

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.