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: "Just a few days more …" 493 comments · Page 14 of 20
Sundar Pichai blocked this video for 5 days
Sundar Pichai blocked this video for 5 days
Identity Attack0.014048826
Insult0.05203446
Profanity0.058946952
Threat0.0116639575
Severe Toxicity0.0059890747
Low Tox 0.11652588 Low Con 0.158 Unverified_Claim
Feb 4, 2026 Inside Canada's Indian Invasion...
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We …
Yes in the 80’s as a new emigrants we had to work for our living. We never ever thought to get help from the government we are all integrated in to a Canadian society. We paid taxes from the day one that made us true Canadian citizens. Which I’m a very proud of. In my street two houses own by East Indians They don’t take care of their properties like us taking care of our property. Should I assimilate in to there’s way of life ? Or they should assimilate into our society? The answer to this question is very simple . Assimilate to our way of life or move back to India.
Identity Attack0.10221587
Insult0.04383647
Profanity0.016001316
Threat0.00713294
Severe Toxicity0.0034332275
Low Tox 0.11652588 Constructive 0.733
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be …
The sad reality is that if our government wasn't taxing our young Canadians to death from the moment they get started at attempting to build a future for themselves, the young Canadians would actually be putting thought into having children and starting families. But the reality is they can't afford it and everyone knows that our young Canadians don't make the list of government handouts. As a child immigrant to Canada, I am absolutely disgusted with what we've turned into and how easy it is for today's immigrants to come here, it's like spitting in the faces of immigrants like my parents and many others who had to work their asses off to be here and make a life for themselves and their kids. Every older generation immigrant I have spoken with says they feel like all of their sacrifice was for nothing. When we immigrated here, we kept our traditions, but we also embraced Canadian traditions and I passed our traditions onto my child, but she was raised Canadian and she embraces both. Our whole family has been proudly Canadian since the day we came here and it breaks our hearts to see what our Canada has become. Love that you put this out on YouTube so more people can wake up to the realities of the state of Canada. Great work!! 🙌
Identity Attack0.042550452
Insult0.05086332
Profanity0.025770858
Threat0.01119791
Severe Toxicity0.0037765503
Low Tox 0.11419344 Constructive 0.837 Personal_Narrative
Aug 25, 2025 18 likes Why Canadians Are Turning Against …
One day Canada will become a very very big colony for india in few years to come 😀
One day Canada will become a very very big colony for india in few years to come 😀
Identity Attack0.10221587
Insult0.029383656
Profanity0.016957775
Threat0.010602405
Severe Toxicity0.004711151
Low Tox 0.1140901 Low Con 0.154
Aug 25, 2025 Why Canadians Are Turning Against …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, …
3:12 THIS IS THE TRUTH. The older immigrants that helped build their communities alongside the Canadian people, were willing to assimilate, to learn, to be APART of the community, this is NO LONGER THE CASE, and hasn't been the last 8 years. Back in the day our family would stop and give lifts to pedestrians who were elderly, carrying heavy items, or it was too cold, hot, whatever it was, my parents learned this when they immigrated to Canada and assimilated within their communities, and worked hard to be able to communicate the common initiative of prosperity. If you're able to come to a new country, be able to live there without ever learning the heritage of the land you inhabit, it's a shame. I'm proud to be a Canadian, and even more proud of my Immigrant parents for working hard to achieve what they have today, Godbless Canada 🙏
Identity Attack0.062039822
Insult0.043250903
Profanity0.020783609
Threat0.0075083673
Severe Toxicity0.0038337708
Low Tox 0.11378009 Constructive 0.832 Personal_Narrative
Jan 24, 2026 Inside Canada's Indian Metropolis (Brampton)
Indian government should encourage their town talented people to stay in India and help grow their nation.. I’m British born Indian, and India will one day become the third biggest world economy.. all the future …
Indian government should encourage their town talented people to stay in India and help grow their nation.. I’m British born Indian, and India will one day become the third biggest world economy.. all the future opportunity is with india Politicians shouldn’t allow uncontrolled immigration and crack down on Bogus colleges
Identity Attack0.10221587
Insult0.030816011
Profanity0.014976538
Threat0.0115345
Severe Toxicity0.003414154
Low Tox 0.11378009 Constructive 0.654
Oct 30, 2025 4 likes Inside Canada's Indian Metropolis (Brampton)
come on dude you can day dream about lot of stuff and this is pretty outrageous. get out of your comfort zone and travel little bit out side norther hemisphere ..
come on dude you can day dream about lot of stuff and this is pretty outrageous. get out of your comfort zone and travel little bit out side norther hemisphere ..
Identity Attack0.008583503
Insult0.045007613
Profanity0.024609445
Threat0.007857903
Severe Toxicity0.0023937225
Low Tox 0.11357342 Moderate Con 0.399 Comparative_Framing
Jan 29, 2026 Inside Canada's Indian Invasion...
one of these so-called nurses gave my 90 year old mother a bone biopsy...she died 4 days later of sepsis.
one of these so-called nurses gave my 90 year old mother a bone biopsy...she died 4 days later of sepsis.
Identity Attack0.011765319
Insult0.032028005
Profanity0.034397304
Threat0.014048163
Severe Toxicity0.0040626526
Low Tox 0.11357342 Constructive 0.58
Sep 21, 2025 Inside Canada's Indian Metropolis (Brampton)
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
I cant get a hotel room because the government pays for the rooms and meals. Do you have any idea that costs per day. Please CBC, dont give us any more.BS
Identity Attack0.0038477771
Insult0.053205602
Profanity0.080318145
Threat0.0070552654
Severe Toxicity0.0028038025
Low Tox 0.11316007 Constructive 0.552 Economic_Argument
Nov 10, 2025 How much do refugees and …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example …
when are you going to realise the globalist which the liberals are part of are doing this on purpose like all western countries. Like most of Europe, Australia and New Zealand. here is one example why they want this, look at all fast food employees... big corporation in partners with the banks and government bringing in pretty much modern day slave labour with big government wage subsidies. Why not do some real work as journalist.
Identity Attack0.024198212
Insult0.04442204
Profanity0.013985921
Threat0.0072882893
Severe Toxicity0.0023078918
Low Tox 0.112850055 Moderate Con 0.386 Unverified_Claim
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more …
Not against newcomers! I ve been in Quebec since 22 years now myself ; I am a Canadian citizen since 15 years now of course ; But it’s confusing… Why was Quebec still receiving more immigrants in such program when even thousands of locals were and are struggling to find jobs? For the last 6 years I made a career in Private security ; I became an officer Liutenant at least I tried ; but now a days I don’t even have a job in security anymore ; too many immigrants applying for the same job / and frankly they do not care if the remuneration is only 21$ an hour / so officers can’t afford to work for less than 27$ ; because they have 6 years experience and more : it’s logical / however , comes an Arabic guy ; who quit the job he came here to do under the program , now he is looking for his first job out here in the real market ( does 80 hours training to get a BSP ) the guy had a college degree or university on something else ; and magically he becomes an officer with no experience for $24 dollars an hour And any security company accepts him 🤷‍♂️ Conclusion : true experienced security professionals officers who built their careers from the bottom all the way up Don’t have a job anymore Remember , officers aren’t unionized 🤷‍♂️
Identity Attack0.0775651
Insult0.04032305
Profanity0.016172111
Threat0.006861079
Severe Toxicity0.0030136108
Low Tox 0.112850055 Constructive 0.794
Dec 10, 2025 Quebec Ends Economic Immigration Program …
On Canada day my family and I did our own celebration but very small. Why? because we are disappointed with Canada. the Government is allowing such things in the country. Limit immigration that's all we …
On Canada day my family and I did our own celebration but very small. Why? because we are disappointed with Canada. the Government is allowing such things in the country. Limit immigration that's all we ask.
Identity Attack0.07094744
Insult0.032248367
Profanity0.011936366
Threat0.0074954215
Severe Toxicity0.0025749207
Low Tox 0.112436704 Constructive 0.634
Sep 11, 2025 1 likes Why Canadians Are Turning Against …
bro how did i miss this i lowkey want to meet u one day
bro how did i miss this i lowkey want to meet u one day
Identity Attack0.009545447
Insult0.025542418
Profanity0.08096472
Threat0.018364733
Severe Toxicity0.005836487
Low Tox 0.112333365 Moderate Con 0.426 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out …
Hi from Indiana. I’m not familiar with life in Canada and I’m shocked to watch what is going on right now in your video. Maybe it’s not too late if your government can figure out to modify some of the immigration laws that will give back the power, the benefit, and advantage to a natural born Canadian. 800 thousand foreigners coming in in the last three months? What’s with that? That’s so shocking. Looks like a legalized invasion/occupation. I’m like you, I was a legal immigrant from Asia in the late 70s retired now and love my great state of Indiana. My family has been here for almost 50 years fully acculturated to the values and culture of American life with my husband and two grown boys. This is my adopted beloved country now. I am everything that it is about. I still know how to speak my birth language only when I go home for vacation. I don’t use it even to speak to a fellow Asian when I see that an English speaking native born American is within ear’s reach. That young lady might be dead with brain tumor before she gets her MRI. That’s unacceptable. Here you go to the ER and if you need an MRI you get admitted and most like have it the next day. Or Y
Identity Attack0.06294931
Insult0.035443626
Profanity0.01982715
Threat0.0074436385
Severe Toxicity0.0029945374
Low Tox 0.11192002 Constructive 0.824
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
Of course the smell of onions is strong every day
Of course the smell of onions is strong every day
Identity Attack0.00725158
Insult0.026960457
Profanity0.051181246
Threat0.0070164283
Severe Toxicity0.0040245056
Low Tox 0.11192002 Moderate Con 0.331 Unverified_Claim
Feb 16, 2026 Inside Canada's Indian Invasion...
Weird seing places i go every day on YouTube
Weird seing places i go every day on YouTube
Identity Attack0.013445892
Insult0.022255141
Profanity0.053435806
Threat0.009385503
Severe Toxicity0.0043296814
Low Tox 0.11192002 Moderate Con 0.334 Meta_Commentary
Jan 28, 2026 Inside Canada's Indian Invasion...
A leaked Concordia student handbook has no mention of Christmas, Canada Day or Hannukah but highlights the Palestinian "Nakbha", the Cuban Revolution and the Oka crisis. You are IN TROUBLE, Canada.
A leaked Concordia student handbook has no mention of Christmas, Canada Day or Hannukah but highlights the Palestinian "Nakbha", the Cuban Revolution and the Oka crisis. You are IN TROUBLE, Canada.
Identity Attack0.059311368
Insult0.036435258
Profanity0.012722028
Threat0.00713294
Severe Toxicity0.0025177002
Low Tox 0.11171334 Low Con 0.272
Sep 25, 2025 1 likes Why Canadians Are Turning Against …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the …
This is what gets me, I’m an immigrant. I came from a place where we speak a broken dialect of English. As part of my processing, I had to demonstrate my ability to speak the queen’s english. To work, the expectation is you’re able to communicate effectively with whoever you’re interfacing. These folks come here, make zero attempt to improve or learn English or French - the national languages. They go home after the day is done, revert to their native tongue. How would you ever perfect something like a language without some degree practice and immersion? And they do this with their generations. The 1st and sometimes 2nd generation kids will speak their native tongue first, before learning English or French. It’s like the language they should speak to effectively work and live in Canada is an accessory. The govt at all levels encourage this by having driving tests and forms in other languages. And don’t get me started on the pockets - Brampton for example. The politicians kowtow to the voters and give in to them having huge temples, and nonstandard shopping complexes. It’s a running joke how many Indians will be living in the same house, renting from other Indians collecting money under the table in completely unsanctioned and illegal rental scenarios. Companies set up by Indians, to service Indians. So they don’t even care to present as Canadian business with English / French. I’m in the midst of charting my family’s exit from Canada. It’s become something entirely unrecognizable. Where those who know how to game the system get ahead, those of us who play the rules - stay behind. I’ve worked my way up to being upper middle class. I’m about done paying for Indian “students” who later claim to be refugees. Who are now claiming to be in gay relationships, to support their refugee cases. It’s all a joke.
Identity Attack0.06431354
Insult0.035443626
Profanity0.026317406
Threat0.0073789097
Severe Toxicity0.0031089783
Low Tox 0.11161 Constructive 0.681 Personal_Narrative
Jan 27, 2026 Inside Canada's Indian Invasion...
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I …
I am an immigrant came to Canada in 2014. The immigration system in Canada right now is not let every body in this country, is only allowed low/non skills workers and fraud applications in. I have a friend from China who got a bachelor degree from university of Waterloo and worked at downtown Toronto as a finance person for $500k per year which is extreme high in Canada. But he could not get his permanent resident because he is not what Canada needs as the immigration system. But immigration system is giving lots of pathway on low skills workers who can bring his/her whole families inside the country. These low skills workers need to find employers to do many complicated admin works for the application. In reality, no employers are willing to do such a complicated admin works for a minimum wages worker. So these people are paying the the employers to do the admin works without a single day working. Once they get the permanent residency, they just stay in Canada without working, paying taxes or try to become a Canadian. But for these people who have a high-pay job with high degrees, Canada is kicking them out of this country.
Identity Attack0.055218685
Insult0.047349896
Profanity0.017572641
Threat0.0071847234
Severe Toxicity0.002670288
Low Tox 0.11109332 Constructive 0.71
Sep 21, 2025 32 likes Inside Canada's Indian Metropolis (Brampton)
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had …
If elections were honest if they were we canadians rooted ones at that queen put my family here in canada after the wars grandfather fought and won both wars to give me what I had and now immigrants have taken that over government and people today wouldn't exist with out my grandfather . Politions dont know what war is... or how it reflects all candians still today . A lession to all politions get back to work . And have some respect . For people who got uou to where you are today . Far to much time off running with a counrty and a hammer as yhe leader makes me puke every day . Say thank you carney for life u have be ayse of my grandfather. Thanks for staying and being humble and rooted . Your not . Stop giving Canadian money away this is the out come carney and trudeau twisted brothers. made this mess .
Identity Attack0.03636306
Insult0.054962315
Profanity0.017162729
Threat0.0076766624
Severe Toxicity0.0024795532
Low Tox 0.11098998 Constructive 0.639 Identity_Assertion
Aug 27, 2025 Why Canadians Are Turning Against …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy …
Sikhs are great warriors who protected India from the Moh@mmedan invasions in history and they get put in the same basket with other types of immigrants these days, but they contribute greatly to the economy and do not sit around on benefits. They are hard working people with principles and family values. They are also peaceful, and anyone can go and have a feed at the temple at lunch time.
Identity Attack0.099072486
Insult0.030154925
Profanity0.019758832
Threat0.008764107
Severe Toxicity0.0039863586
Low Tox 0.11088664 Constructive 0.756 Identity_Assertion
Jan 27, 2026 Inside Canada's Indian Invasion...
Dude found an average Canadian just biking around that happened to have his "quiet part out loud" filter turned off for the day 😂😂😂 He's a conduit to the Legacy Canadian hive-mind 🫡🍁
Dude found an average Canadian just biking around that happened to have his "quiet part out loud" filter turned off for the day 😂😂😂 He's a conduit to the Legacy Canadian hive-mind 🫡🍁
Identity Attack0.035074018
Insult0.053205602
Profanity0.014190876
Threat0.006330303
Severe Toxicity0.0022506714
Low Tox 0.11088664 Moderate Con 0.322 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
My family immigrated during the war, my grandmother came here after escaping a concentration camp when she was a little girl, her and my mother taught me to appreciate what we have, because it was …
My family immigrated during the war, my grandmother came here after escaping a concentration camp when she was a little girl, her and my mother taught me to appreciate what we have, because it was worked hard for, they worked hard to make a living and a future for their families, they were given money by family that was here and paid back every, single, cent, it wasn't just given to them for free by the government while the rest of the people here suffer, so many of the people are brought here and given everything, it's like people have never heard the phrase "Give a man to fish, he eats for a day. Teach a man to fish, he eats for life." the problem is that they keep giving them fish, so now they expect it so much they damn near demand it... it sickens me. I'm a student right now, 15 years ago it felt like I lived in my home, proudly in Canada, with all kinds of people... now, I go to class, and I feel like I live on a different planet, everyone looks the same, with a hint of variety... American complain that they don't see White people much anymore, I complain because I only see ONE type of person now... nobody else...
Identity Attack0.049989145
Insult0.029383656
Profanity0.06195303
Threat0.010990778
Severe Toxicity0.00541687
Low Tox 0.11088664 Constructive 0.768 Personal_Narrative
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD …
At the end immigration will be STOPPED. I have no doubt. But the 3rd world countries will grow up. There will be no tendency to go abroad or money laundering. I am hopeful that GOOD DAYS ARE COMING . Cheers!
Identity Attack0.057492398
Insult0.023995465
Profanity0.013439372
Threat0.00967031
Severe Toxicity0.0037384033
Low Tox 0.11057663 Constructive 0.567 Policy_Critique
Oct 26, 2025 Inside Canada's Indian Metropolis (Brampton)
Kalistan is a separatist movement with in the Sikh community, kalistan are the old school traditionalists, wile the others are modern day moderates. it's a political/money/ power thing.
Kalistan is a separatist movement with in the Sikh community, kalistan are the old school traditionalists, wile the others are modern day moderates. it's a political/money/ power thing.
Identity Attack0.083355546
Insult0.03235855
Profanity0.023106437
Threat0.009048914
Severe Toxicity0.0029945374
Low Tox 0.11036996 Moderate Con 0.341 Comparative_Framing
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...

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.