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 530 of 1230
People wake up This Is How They will start the World War III
People wake up This Is How They will start the World War III
Identity Attack0.056582913
Insult0.028061481
Profanity0.056441884
Threat0.1575099
Severe Toxicity0.01644827
Low Tox 0.26293078 Low Con 0.101 Fear_Threat
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
We went full Indian. Never go full indian
We went full Indian. Never go full indian
Identity Attack0.29951343
Insult0.061276767
Profanity0.06946823
Threat0.010887212
Severe Toxicity0.01159668
Low Tox 0.26293078 Low Con 0.294 Humor_Satire
Jan 28, 2026 Inside Canada's Indian Invasion...
POO FLINGERS SAAR
POO FLINGERS SAAR
Identity Attack0.019274252
Insult0.16802633
Profanity0.36230123
Threat0.012130005
Severe Toxicity0.02420936
Low Tox 0.26293078 Low Con 0.207 Humor_Satire
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per …
There is a video on how a Canadian citizen should leave Canada and come back as a refugee new immigrant! It's sickening because the government our tax paying dollars are paying each immigrant $224.00 per day to be housed in hotel room and food etc?! This is wrong as how come ppl like myself awaiting to have my knee replacement surgery I am only getting $1208 per month on disability EIA? I am sorry but I was.born and raised a true Canadian citizen from Wpg Mb Canada, I have never relocated and came back to Canada I have always remained here right from first day I was born! I lived threw our most brutal winters we have ever had and yes I lived it and still and were is my $30000 or should I say $53000, $1000 for each year born and raised here in Canada is what it should be!? These immigrants come here need to learn English language fluently both speak and listen in it as well, they should not become a Canadian citizen legally until they have resided in Canada for a substantial amount of time! A Canadian citizenship status should be earned big time no matter where you came flat out before getting any benefits of any kind and be able to buy and sell homes here too!? I find cab drivers muslems mostly very ignorant and rude talking in their language while on the job behind the wheel must add yes ppl driving you to your destination and not to mention do these.ppl stop to think maybe your clients passengers get annoyed listening to that on their ride to where ever,???? NO NO NO!! YOUR WIFE, MOTHER, FATHER OR CHILDREN WHOMEVER SHOULD NOT BE BOTHERING YOU WHILE YOU ARE ON THE JOB WORKING?! When I go to work as a nurse do you see me talking to my spouse or family members while I am helping my clients eat or bath and get dress, NO WAY YOU WOULD BE FIRED!!? Us Canadian citizens need to stand together and our tax paying money we should have a say in where it should be going not to ppl who are not from our country!?
Identity Attack0.21668483
Insult0.16846494
Profanity0.025360947
Threat0.007883795
Severe Toxicity0.008163452
Low Tox 0.26293078 Constructive 0.8
Aug 29, 2025 Why Canadians Are Turning Against …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation …
Little too late Canada ! For the last 10+ years you liberals that continued to support POS Trudeau and now an even bigger POS Carney have given these extremists the golden key to the nation to run havoc in our streets , in our schools , in our institutions, in everything that is wrong in our nation ! I’m so confused as to why our Police and Military Service have failed us ! “ They were to Serve and Protect Us The Citizens of this Nation “ !! Yet they are protecting the installed criminal infidels that have been placed in our country by the WEF to wreak havoc ! Time is ticking Canada we the true and patriot citizens need to stand together and take back our nation !!
Identity Attack0.058856625
Insult0.24767025
Profanity0.025497584
Threat0.009877442
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.361
Aug 26, 2025 Why Canadians Are Turning Against …
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Scam Central. Even the Indians know it. Interesting that a city worker censored herself.
Identity Attack0.21668483
Insult0.16868424
Profanity0.03189224
Threat0.008362788
Severe Toxicity0.0051498413
Low Tox 0.26293078 Low Con 0.147 Unverified_Claim
Jan 29, 2026 Inside Canada's Indian Invasion...
it smells bad
it smells bad
Identity Attack0.009915425
Insult0.08212569
Profanity0.10611444
Threat0.0074048014
Severe Toxicity0.0060272217
Low Tox 0.26293078 Moderate Con 0.383 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
10:56 “oh definitely I go back” this is what we don’t need, leaches that are only here to use our country to pay us back by leaving g when they get what they want at …
10:56 “oh definitely I go back” this is what we don’t need, leaches that are only here to use our country to pay us back by leaving g when they get what they want at our expense while being welcomed by us.
Identity Attack0.15517195
Insult0.14512913
Profanity0.050930742
Threat0.010265815
Severe Toxicity0.009994507
Low Tox 0.26293078 Moderate Con 0.326 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
find and deport
find and deport
Identity Attack0.10221587
Insult0.04032305
Profanity0.035649836
Threat0.13549154
Severe Toxicity0.011520386
Low Tox 0.26293078 Moderate Con 0.308
Oct 18, 2025 IRCC Names India in Study …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with …
Gangs are taking over other countries and dictating their own rules. This is happening all over the world. They want to destroy countries from within, exterminating the indigenous population. They're not coming to live with us, but in our place.
Identity Attack0.15517195
Insult0.075868964
Profanity0.030639706
Threat0.13815513
Severe Toxicity0.010147095
Low Tox 0.26293078 Moderate Con 0.458 Fear_Threat
Feb 25, 2026 Inside Canada's Indian Invasion...
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from …
Canada will never face any problem from Hindus because Indian Hindus who always live within the country will never betray the country. Those people do not take even a single penny of wrong help from the Canadian government.
Identity Attack0.32768643
Insult0.08558089
Profanity0.019895468
Threat0.007081157
Severe Toxicity0.006980896
Low Tox 0.26293078 Moderate Con 0.435
Sep 19, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
Go take a look at Indian Illinois invasion
Go take a look at Indian Illinois invasion
Identity Attack0.2831485
Insult0.06354945
Profanity0.059447967
Threat0.014738814
Severe Toxicity0.011978149
Low Tox 0.26293078 Low Con 0.213 Comparative_Framing
Feb 4, 2026 Inside Canada's Indian Invasion...
Oh Canada, Our Home On Stolen Land...
Oh Canada, Our Home On Stolen Land...
Identity Attack0.17226285
Insult0.18355975
Profanity0.015215653
Threat0.007793174
Severe Toxicity0.0077819824
Low Tox 0.26293078 Low Con 0.281 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
لا إله إلا الله تحية طيبة للصوماليين و الإريتريين 🇪🇷🇸🇴 من حلب الشام 💚💚 هاهاها قال معدل ذكاء منخفض، وعلى اي أساس يُحسب هذا المعدل وعلى أساس أنكم أنتم لستم مهاجرين إلى كندا، ااا عفوا …
لا إله إلا الله تحية طيبة للصوماليين و الإريتريين 🇪🇷🇸🇴 من حلب الشام 💚💚 هاهاها قال معدل ذكاء منخفض، وعلى اي أساس يُحسب هذا المعدل وعلى أساس أنكم أنتم لستم مهاجرين إلى كندا، ااا عفوا محتلين، حليتم محل السكان الاصليين بعد قتلهم سحقًا يصنفون الناس على مزاجهم و كأنهم أهلٌ لذلك ذاك ذكي وذاك غبي ذاك اسود و ذاك أبيض ذاك نظيف و ذاك قذر وهم آخر من يتكلم السلام على المسلمين
Identity Attack0.13377325
Insult0.24287975
Profanity0.117874645
Threat0.024580594
Severe Toxicity0.023599008
Low Tox 0.26293078 Moderate Con 0.306 Moral_Argument
Feb 23, 2026 Inside Canada's Indian Invasion...
DEPORT DEPORT DEPORT
DEPORT DEPORT DEPORT
Identity Attack0.13591312
Insult0.07270074
Profanity0.04366605
Threat0.030278467
Severe Toxicity0.020127986
Low Tox 0.26293078 Low Con 0.26 Call_To_Action
Sep 28, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage …
The actions of few spoiled Indians affect the entire Decent Indian community and India. Canada is in need of labour force due to less population and India has more population but insuffient jobs to engage people. If this scenario is reversed Indians would be complaining like canadians do. So the problem is not one way, just becos reducing immigrants does not solve the issue. people have to see things past nationality or physical identity into the statistics. even though canada has professionals of their own there are people who work with dedication and who work without interest, or recent generation being attracted to digital life instead of understanding that college degrees in mainstream subjects are what earns them job and also they have to show dedication and hardwork along with smart work, comply by the work place rules and so on... this goes to all invariable of who they are. all these started changing and now people instead of trying to correct these small changes that lead to these large issues of cost of living and low wages, have now started to pit against live people and their race, nationality or culture. There are good and bad people eveyrwhere, people cant justify the actions of drug addicts roaming the streets and that has increased a lot now, people acting violently against others just becos they dont have what the other has, and so on. but instead of addressing the high amount of actions that are happening around our own country, it has become easy to put blame on each other. I am not justfying the actions of these bad indians who has done these stuff. but we have to see the other side of it before making this a International Issue. Yes, few Indians are bad but not the entire community. Canada has its own needs that needs a lot of hands and support. So, only if we change our perspective beyond the emotional BS we exhibit, we can address the real issue with real solutions. BTW becoz of these things private companies are the one profitting not the Govt.
Identity Attack0.2839175
Insult0.15982662
Profanity0.023584666
Threat0.0084793
Severe Toxicity0.0075531006
Low Tox 0.26293078 Constructive 0.768
Aug 25, 2025 Why Canadians Are Turning Against …
When they go home for a vacation that we pay for there is a Big problem criminal make a claim after they get charged That is insane
When they go home for a vacation that we pay for there is a Big problem criminal make a claim after they get charged That is insane
Identity Attack0.008509507
Insult0.24928534
Profanity0.04216301
Threat0.008453408
Severe Toxicity0.0036621094
Low Tox 0.26293078 Low Con 0.196 Fear_Threat
Feb 24, 2026 4 likes 'We do know that there's …
people who have not lived in India a day in their lives or atleast in a decade commenting on the political state of India is so absurd. India is known as the largest functional democracy …
people who have not lived in India a day in their lives or atleast in a decade commenting on the political state of India is so absurd. India is known as the largest functional democracy in the world for a reason.
Identity Attack0.17381613
Insult0.19500497
Profanity0.04642162
Threat0.008155655
Severe Toxicity0.0059127808
Low Tox 0.26293078 Moderate Con 0.44 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Liberal Immigration System = Legalized Population Replacement = Invade and Conquer
Liberal Immigration System = Legalized Population Replacement = Invade and Conquer
Identity Attack0.21866
Insult0.06582214
Profanity0.03464781
Threat0.04201601
Severe Toxicity0.013995127
Low Tox 0.26293078 Low Con 0.13 Unverified_Claim
Feb 19, 2026 3 likes LILLEY UNLEASHED: The fall of …
I have less rights as a Canadian in any other country than immigrants who come from those countries have here. In fact, I have less benefits in Canada than immigrants do here.
I have less rights as a Canadian in any other country than immigrants who come from those countries have here. In fact, I have less benefits in Canada than immigrants do here.
Identity Attack0.316
Insult0.07523532
Profanity0.015147334
Threat0.006763986
Severe Toxicity0.0075912476
Low Tox 0.26293078 Moderate Con 0.492 Policy_Critique
Feb 27, 2026 1 likes BATRA’S BURNING QUESTIONS: Canada’s absent …
We dont want em here
We dont want em here
Identity Attack0.1232452
Insult0.06953252
Profanity0.03840541
Threat0.020954676
Severe Toxicity0.008125305
Low Tox 0.26293078 Moderate Con 0.328 Identity_Assertion
Feb 9, 2026 2 likes Inside Canada's Indian Invasion...
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know …
I honestly feel bad for Canadians. What the Indians are doing to Canada is basically what the British did to India decades, maybe even centuries ago. I hope you guys get through this. I know you didn't ask for it.
Identity Attack0.316
Insult0.07523532
Profanity0.023994578
Threat0.010628296
Severe Toxicity0.0075912476
Low Tox 0.26293078 Constructive 0.598 Comparative_Framing
Jan 27, 2026 Inside Canada's Indian Invasion...
Too much government. The bigger the government gets the more problems and courupt it becomes.
Too much government. The bigger the government gets the more problems and courupt it becomes.
Identity Attack0.015857628
Insult0.24928534
Profanity0.01941724
Threat0.008013252
Severe Toxicity0.002937317
Low Tox 0.26293078 Low Con 0.108 Policy_Critique
Feb 18, 2026 2 likes LILLEY UNLEASHED: The fall of …
Why would a Muslim man get a tattoo if it forbidden
Why would a Muslim man get a tattoo if it forbidden
Identity Attack0.29188538
Insult0.055547886
Profanity0.07934829
Threat0.011922873
Severe Toxicity0.010528564
Low Tox 0.26293078 Low Con 0.234
Sep 19, 2025 Inside Canada's Indian Metropolis (Brampton)
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
If india was great and people were continuously coming tk my country and taking over even exploiting our resources meant for our people i would be unhappy too.
Identity Attack0.28034934
Insult0.10587067
Profanity0.08096472
Threat0.02371728
Severe Toxicity0.014769804
Low Tox 0.26293078 Constructive 0.538 Identity_Assertion
Dec 9, 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.