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 886 of 1230
KA TAXI INDIAN FLAG ❤❤
KA TAXI INDIAN FLAG ❤❤
Identity Attack0.044612918
Insult0.04149419
Profanity0.034397304
Threat0.014048163
Severe Toxicity0.009841919
Low Tox 0.0665887 Low Con 0.227 Identity_Assertion
Feb 28, 2026 Inside Canada's Indian Invasion...
Malaysia indonesia phillipines thailand qatar uae etc all have been affected too. Bru qatar anf uae have literally arrested offices spying in their government.
Malaysia indonesia phillipines thailand qatar uae etc all have been affected too. Bru qatar anf uae have literally arrested offices spying in their government.
Identity Attack0.034816213
Insult0.021352753
Profanity0.01846078
Threat0.009929225
Severe Toxicity0.00207901
Low Tox 0.0665887 Moderate Con 0.398 Comparative_Framing
Feb 12, 2026 3 likes Inside Canada's Indian Invasion...
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
The liberals are panicking because they know that Canadian voters have had enough!! Too little too late ⏰ Conservatives will win 2026 💯
Identity Attack0.02439919
Insult0.026702631
Profanity0.011902207
Threat0.0074436385
Severe Toxicity0.0016212463
Low Tox 0.0665887 Low Con 0.229 Call_To_Action
Dec 27, 2025 1 likes Deportations From Canada at Their …
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Those voted for Liberals again, dont complain, you did to yourself again. Nothing will change.
Identity Attack0.011469335
Insult0.02618698
Profanity0.012312118
Threat0.007870848
Severe Toxicity0.0015449524
Low Tox 0.0665887 Low Con 0.211
Aug 25, 2025 106 likes Why Canadians Are Turning Against …
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are …
When generations immigrated to Canada many years ago they were not given thousands of dollars, and were expected to up hold the law. Now the goverment is allowing illegal migrants and working visas that are long outdated into the country for liberal votes, so they can remain in power
Identity Attack0.03894114
Insult0.02283525
Profanity0.010211324
Threat0.0061231707
Severe Toxicity0.0012683868
Low Tox 0.0665887 Moderate Con 0.487
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
I were to live in India as a Indian i would like to move to canada
I were to live in India as a Indian i would like to move to canada
Identity Attack0.053854458
Insult0.016632931
Profanity0.02030538
Threat0.007974415
Severe Toxicity0.002708435
Low Tox 0.0665887 Moderate Con 0.411 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank …
I'm a proud Canadian Immigrant of Indian origin. I came here to do specialized studies in Game Development. I took my time, and studied 6 years as an international student, paying 3x the tuition, sank $200,000 of hard earned money into the Canadian Education system — Not as a fast track gimmick to immigrate, but so I could achieve my dream as a Game Developer. This money was family income, earned on 1/4th the salary, taking 4x longer to save. I was a great privileged to me. Today 15 years later, no one would ever think I'm from India. I sound Canadian, I behave Canadian, I have Canadian values, and I am Canadian. I came here because I loved Canada. I would watch hours upon hours of indigenous history, and on my Citizenship day, I watched Juno Beach to celebrate. However I must say this... I suffered through s*icidal depression here for 8 years, because I had far less leverage here than in a developing country, and it's really telling what sort of situation we're all in... Rent caps in Canada were removed... The housing market was open to foreign investors / and real estate monopolies with a 20% year-on-year rise... Rents went from 1000$ to 2100$ MINIMUM for a 1 bedroom through Trudeau's term and the govt said "It's not a federal responsibility"... Auto insurance is like 2.5-3.5k a year in Ontario and if you get a dent, you pay a deductable... I was quoted 8500$ for two wisdom teeth surgeries while it costed me 260$ abroad... During Covid - property owners, banks, and grocery stores exploited our misery and made record profits!... The govt stopped filtering through it's immigrants with "interviews", and it's operating like a scam — "Bring all your foreign money, convert it to CAD, and keep our GDP stable.. while we neither have the infrastructure, nor the job market to support these numbers". I think some accountability is due... these issues are "symptoms", not the problem — The problem is our Liberal govt / policies, and our wonderful voting body who voted Liberal term after term after term while complaining. Why does this govt safeguard extremism, foreign politics, foreign separatism? Khalistanis are as much of a threat / nuance to India than it is to Canada, but in Canada they actually have a unrestricted platform. Instead of resenting immigrants, we need to start resenting how mismanaged Canada is by our govt, and hold our voting body accountable. We had a chance to vote differently, but once again a repackaged and rebranded Liberal term. Because my ethnicity is Indian, I've become an object of collective resentment / hatred, and I don't think that's fair.. Please direct it at your vote, and govt level policies. Why should I (and other's like me) be crucified with the sins of other immigrants? It's like hating all your neighbors in a burning building, when the management has been lighting the fire.
Identity Attack0.026810925
Insult0.027218282
Profanity0.022354934
Threat0.0074436385
Severe Toxicity0.0024795532
Low Tox 0.0665887 Constructive 0.817 Personal_Narrative
Aug 28, 2025 Why Canadians Are Turning Against …
Sidhu! I wish you luck! Help as many Indians get into the USA as you possibly can we are full!
Sidhu! I wish you luck! Help as many Indians get into the USA as you possibly can we are full!
Identity Attack0.05612817
Insult0.018645585
Profanity0.019963788
Threat0.010265815
Severe Toxicity0.0030136108
Low Tox 0.0665887 Constructive 0.636 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
They don't even assimilate into the *driving* culture...
They don't even assimilate into the *driving* culture...
Identity Attack0.016159095
Insult0.02373764
Profanity0.019143965
Threat0.0071847234
Severe Toxicity0.0017547607
Low Tox 0.0665887 Low Con 0.26 Identity_Assertion
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
They can go home.
They can go home.
Identity Attack0.0075845607
Insult0.020385906
Profanity0.014839902
Threat0.011120236
Severe Toxicity0.0020599365
Low Tox 0.0665887 Low Con 0.273 Call_To_Action
Feb 4, 2026 Why Canadians Are Turning Against …
Great Lisbon accent lol😅
Great Lisbon accent lol😅
Identity Attack0.019877186
Insult0.021352753
Profanity0.035148825
Threat0.0077284453
Severe Toxicity0.003376007
Low Tox 0.0665887 Moderate Con 0.431 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
used to work full time earning $18 /hr. but employer hire new graduate @15 per hour wl 00 experirnce. firing worker earning above $15
used to work full time earning $18 /hr. but employer hire new graduate @15 per hour wl 00 experirnce. firing worker earning above $15
Identity Attack0.00414376
Insult0.016632931
Profanity0.017026093
Threat0.027343199
Severe Toxicity0.002298355
Low Tox 0.0665887 Moderate Con 0.473
Jan 12, 2026 6 likes Canada’s new rules in 2026
Canadians politeness has caused Canada big time grief.
Canadians politeness has caused Canada big time grief.
Identity Attack0.036105253
Insult0.0233509
Profanity0.010757872
Threat0.006848133
Severe Toxicity0.0014400482
Low Tox 0.0665887 Moderate Con 0.319 Identity_Assertion
Feb 6, 2026 1 likes Why Canadians Are Turning Against …
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
I’m wondering why are they forced to bring their habits and culture in a country who’s not yours and not sharing any culture in common. Just why?🤣
Identity Attack0.038167715
Insult0.017420914
Profanity0.017777596
Threat0.006317357
Severe Toxicity0.0018405914
Low Tox 0.0665887 Moderate Con 0.426 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Velcome to browntown . Tank you come again vyte people 😂😂😂
Velcome to browntown . Tank you come again vyte people 😂😂😂
Identity Attack0.013244915
Insult0.023093075
Profanity0.032142747
Threat0.009048914
Severe Toxicity0.004272461
Low Tox 0.0665887 Low Con 0.243
Sep 22, 2025 Inside Canada's Indian Metropolis (Brampton)
Those are the consequences for opening the gates for immigration too wide for far too long. It's high time they start being more selective on who gets to immigrate and lower the number for at …
Those are the consequences for opening the gates for immigration too wide for far too long. It's high time they start being more selective on who gets to immigrate and lower the number for at least a few years to get things back under control as this is Canada, either you assimilate or go back from where you come from.
Identity Attack0.035074018
Insult0.019741343
Profanity0.010945748
Threat0.0076119336
Severe Toxicity0.001745224
Low Tox 0.0665887 Constructive 0.512
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
Was sick a long time ago
Was sick a long time ago
Identity Attack0.005919657
Insult0.023221988
Profanity0.023721304
Threat0.008116818
Severe Toxicity0.0018882751
Low Tox 0.0665887 Moderate Con 0.402
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
Canadian Immigration https://youtu.be/D7vwEkapUkw
Canadian Immigration https://youtu.be/D7vwEkapUkw
Identity Attack0.07124282
Insult0.00637159
Profanity0.00005142353
Threat0.0006252141
Severe Toxicity0.000006246212
Low Tox 0.066494934
Apr 21, 2025
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian …
I know it's not on most people's radar, but what is a huge problem that no one talks enough about is how when so many temporary foreign workers come here, they make money in Canadian dollars and then send that money out of our economy to their home Country. So our Canadian dollars are sold, and isn't spent in our Economy. When you go somewhere and you don't see any born in Canada employees you really need to make a choice to not support that business. Canadian wages should go to Canadians and spent in our economy. I hope we wise up and we start to really limit how many people we bring into the Country. We're literally bringing in 400K+ people that's about the size of Halifax, EVERY year. We just cannot support this rapid growth. Especially when the people coming in have no intention of integrating and do not share our values.
Identity Attack0.034042787
Insult0.026444806
Profanity0.014054239
Threat0.0067445673
Severe Toxicity0.0018978119
Low Tox 0.06579731 Constructive 0.781 Economic_Argument
Jan 28, 2026 1 likes Inside Canada's Indian Invasion...
Love the guy in the safety vest
Love the guy in the safety vest
Identity Attack0.008398513
Insult0.020901557
Profanity0.026863953
Threat0.009411395
Severe Toxicity0.0031471252
Low Tox 0.06579731 Moderate Con 0.338 Meta_Commentary
Jan 29, 2026 Inside Canada's Indian Invasion...
What Canada 🇨🇦 should do is offer Work visa for 5 years and if after 5 years of working,,,,,then offer citizenship ❤working visas help identify which immigrants really want to work 😮😮😮😮
What Canada 🇨🇦 should do is offer Work visa for 5 years and if after 5 years of working,,,,,then offer citizenship ❤working visas help identify which immigrants really want to work 😮😮😮😮
Identity Attack0.04435511
Insult0.018516673
Profanity0.011543535
Threat0.006537435
Severe Toxicity0.0018119812
Low Tox 0.06579731 Moderate Con 0.449
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
Make Brampton its own country see how far they get
Make Brampton its own country see how far they get
Identity Attack0.0233943
Insult0.018065477
Profanity0.015079016
Threat0.009644418
Severe Toxicity0.002231598
Low Tox 0.06579731 Low Con 0.165
Sep 30, 2025 Inside Canada's Indian Metropolis (Brampton)
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are …
Good balanced journalism. It showed the divide not just between those from india and others in Canada but the acceptance and community. There are those that are taking advantage while there are many that are productive and positive members of the community. The one common agreed upon idea is that canadian immigration needs to be tightened up so the posative people can get in and the people who would take advantage of or be criminals are kept outno matter what country they come from.
Identity Attack0.035847444
Insult0.025929155
Profanity0.010689554
Threat0.006809296
Severe Toxicity0.0014686584
Low Tox 0.06579731 Constructive 0.796 Policy_Critique
Oct 1, 2025 Inside Canada's Indian Metropolis (Brampton)
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I …
I'm a Brampton resident. My family immigrated in the late 90s. I grew up on YTV, TVO kids, Fox Kids, Treehouse TV. I also still grew up knowing my own native culture and religion. I attend one of these temples of worship. Despite this, I still made friends with different races of people. I think my community needs to branch out a little more and learn about other cultures that live amongst us. Maybe we need to have a little less pride on where we come from? I don't know what the exact answer is. One thing I know is we can definitely get along. Just need the community to adapt more and actually learn Canadian culture. Maybe go see a Blue Jays game at the Skydom? Maybe know who Wayne Gretzky is?? LOL.
Identity Attack0.042292643
Insult0.020385906
Profanity0.025360947
Threat0.0075083673
Severe Toxicity0.0024414062
Low Tox 0.06579731 Constructive 0.864 Personal_Narrative
Oct 8, 2025 Inside Canada's Indian Metropolis (Brampton)
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- …
We need to see people being charged and walked in front of cameras. We need criminals to go to court, be convicted and let the public see the process. I/we feel like nothing ever happens- no charges or convictions. The public needs to see something be done and that is also a deterrent!!! Justice matters!!
Identity Attack0.0048837173
Insult0.023608726
Profanity0.012312118
Threat0.021127338
Severe Toxicity0.0021648407
Low Tox 0.06579731 Constructive 0.641 Call_To_Action
Feb 18, 2026 29 likes Canadian immigration officers investigating hundreds …

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.