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: "You should come to the …" 1,829 comments · Page 60 of 74
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. …
Cleverly this videos talks about "how much" and not "how many" refugees get Social Assistance, then uses Vietnamese legal immigrants (the hardest working people in Canada) as an example of how quickly they become self-supporting. The truth about refugees aftermath is that, the large majority of refugees in Canada coming originally from third world countries, live on Social Assistance for several years, some for life, knowing that the Canadian government will provide for them anything they need (Ironically there are very few statistics on this matter and no statistics at all since 2015, when the current government was elected).
Identity Attack0.04048799
Insult0.029053112
Profanity0.015625564
Threat0.006602164
Severe Toxicity0.0020503998
Low Tox 0.081625134 Constructive 0.635
Oct 15, 2019 2 likes How much do refugees and …
If you come to canada, seeking asylum, or immigrating, they should all be required to work day 1, Healthcare, fine, handouts no. Welfare no. Work. Like my family when they immigrated. All the government needs …
If you come to canada, seeking asylum, or immigrating, they should all be required to work day 1, Healthcare, fine, handouts no. Welfare no. Work. Like my family when they immigrated. All the government needs to do is set up programs with farmers, or any industry to provide worker spots. Fed Government can either top up(not preferred) or like the good old days require an employer to provide lodging, for a nominal rate, towards their total income paid(3 square included). My and countless other families/ people had to enter the country that way, and it worked. So if it ain't broke, don't fix it!
Identity Attack0.029660052
Insult0.028392024
Profanity0.0157622
Threat0.0069646453
Severe Toxicity0.0022792816
Low Tox 0.08083374 Constructive 0.78 Policy_Critique
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
1:55 This guy seems like the perfect immigrant he comes i assimilates with the culture and understands the importance of other people also assimilating to canadian culture
1:55 This guy seems like the perfect immigrant he comes i assimilates with the culture and understands the importance of other people also assimilating to canadian culture
Identity Attack0.047190998
Insult0.020708188
Profanity0.017572641
Threat0.0071717775
Severe Toxicity0.002670288
Low Tox 0.08083374 Constructive 0.603 Solidarity
Jan 27, 2026 Inside Canada's Indian Invasion...
4400 immigrants come in everyday, but Carney building only 4000 total for a cost of 3.25 million for each shipping container modular home linked to Brookfield of course. BTW you don't own it, the government …
4400 immigrants come in everyday, but Carney building only 4000 total for a cost of 3.25 million for each shipping container modular home linked to Brookfield of course. BTW you don't own it, the government does. Pure communism.
Identity Attack0.031722516
Insult0.023479814
Profanity0.010689554
Threat0.006207318
Severe Toxicity0.001335144
Low Tox 0.08004235 Moderate Con 0.471
Nov 21, 2025 9 likes Thousands of refugees allowed into …
Bottom line, if you come to visit Canada, just avoid Brampton and Toronto and you are good. But they are at all the Timmys, wherever the city/province, they have prirority over Timmys employement and no …
Bottom line, if you come to visit Canada, just avoid Brampton and Toronto and you are good. But they are at all the Timmys, wherever the city/province, they have prirority over Timmys employement and no i do not want to work there😂. Not a chance.
Identity Attack0.034042787
Insult0.028171662
Profanity0.015044857
Threat0.0066280556
Severe Toxicity0.002040863
Low Tox 0.08004235 Constructive 0.549 Identity_Assertion
Jan 28, 2026 Inside Canada's Indian Invasion...
sure deport 18.000 while 27,000 come in.
sure deport 18.000 while 27,000 come in.
Identity Attack0.02721288
Insult0.017549826
Profanity0.011663092
Threat0.012285355
Severe Toxicity0.0024986267
Low Tox 0.08004235 Low Con 0.265
Dec 30, 2025 1 likes Deportations From Canada at Their …
They come here and then go to USA
They come here and then go to USA
Identity Attack0.039972372
Insult0.018967867
Profanity0.021603432
Threat0.008815889
Severe Toxicity0.0026893616
Low Tox 0.08004235 Low Con 0.223 Unverified_Claim
Oct 1, 2025 IRCC Names India in Study …
Come do Australia 😂 Indistralia
Come do Australia 😂 Indistralia
Identity Attack0.051126
Insult0.02618698
Profanity0.026044132
Threat0.0068869707
Severe Toxicity0.004043579
Low Tox 0.079250954 Low Con 0.283 Humor_Satire
Jan 27, 2026 Inside Canada's Indian Invasion...
Martial law coming good
Martial law coming good
Identity Attack0.018872296
Insult0.012528907
Profanity0.021330157
Threat0.017156094
Severe Toxicity0.004425049
Low Tox 0.079250954 Moderate Con 0.327
Jan 16, 2026 2.9 million Canadian temporary visas …
Come on Vassey, you know very well there are bogus claims. If I know it she should.
Come on Vassey, you know very well there are bogus claims. If I know it she should.
Identity Attack0.0054756827
Insult0.030044744
Profanity0.019622196
Threat0.007883795
Severe Toxicity0.0016021729
Low Tox 0.079250954 Low Con 0.187 Policy_Critique
Feb 24, 2026 2 likes 'We do know that there's …
Lets talk about immigrants coming to Canada and having children.
Lets talk about immigrants coming to Canada and having children.
Identity Attack0.06522302
Insult0.018838953
Profanity0.012277958
Threat0.0067316215
Severe Toxicity0.0018310547
Low Tox 0.07845957 Low Con 0.265 Question
Sep 10, 2025 1 likes Why Canadians Are Turning Against …
All the people who come to Canada, if they stop making reels and short videos, I think immigration will drop significantly.
All the people who come to Canada, if they stop making reels and short videos, I think immigration will drop significantly.
Identity Attack0.043839492
Insult0.02122384
Profanity0.012346277
Threat0.007689608
Severe Toxicity0.001745224
Low Tox 0.07845957 Low Con 0.233
Oct 2, 2025 Inside Canada's Indian Metropolis (Brampton)
Coming here to get educated but instead of working isn't right either.
Coming here to get educated but instead of working isn't right either.
Identity Attack0.010211408
Insult0.026702631
Profanity0.011663092
Threat0.006330303
Severe Toxicity0.0011587143
Low Tox 0.07845957 Moderate Con 0.362
Dec 30, 2025 1 likes Deportations From Canada at Their …
CANADA NEEDS TO IMPOSE AN IMMIGRATION NATIONALITY CAP so we don’t end up with an inordinate amount of people coming from the same country like we do now! This method also assures REAL DIVERSITY.
CANADA NEEDS TO IMPOSE AN IMMIGRATION NATIONALITY CAP so we don’t end up with an inordinate amount of people coming from the same country like we do now! This method also assures REAL DIVERSITY.
Identity Attack0.044612918
Insult0.023028618
Profanity0.010740792
Threat0.0066345283
Severe Toxicity0.0021648407
Low Tox 0.07845957 Moderate Con 0.357 Policy_Critique
Feb 20, 2026 1 likes LILLEY UNLEASHED: The fall of …
As a teen Pakistani Canadian who was born in Canada I totally agree, to move countries is to adapt to new ways of living, new values and respecting lands on which they inhabit. Indians mostly …
As a teen Pakistani Canadian who was born in Canada I totally agree, to move countries is to adapt to new ways of living, new values and respecting lands on which they inhabit. Indians mostly come here and start living the way they used to effectively turning Canada into new India… all I’m saying is I don’t mind respectful people but if you come here acting like it’s your motherland you need to learn to respect the culture and land here.
Identity Attack0.06385879
Insult0.021868404
Profanity0.013576009
Threat0.006479179
Severe Toxicity0.0021457672
Low Tox 0.07845957 Constructive 0.782 Personal_Narrative
Mar 1, 2026 Inside Canada's Indian Invasion...
My Brothers And Sisters, Just Curious, What Year Did India 🇮🇳 People, Started Coming To Canada 🇨🇦 🍁? And What Year Did African People From The Countries Of Nigeria 🇳🇬, Uganda 🇺🇬, South Sudan 🇸🇸, …
My Brothers And Sisters, Just Curious, What Year Did India 🇮🇳 People, Started Coming To Canada 🇨🇦 🍁? And What Year Did African People From The Countries Of Nigeria 🇳🇬, Uganda 🇺🇬, South Sudan 🇸🇸, Sudan 🇸🇩, And Kenya 🇰🇪 To, Started Coming To Canada 🍁 🇨🇦 ?
Identity Attack0.07094744
Insult0.018065477
Profanity0.015659723
Threat0.0066798385
Severe Toxicity0.00289917
Low Tox 0.077668175 Moderate Con 0.322
Oct 11, 2025 Inside Canada's Indian Metropolis (Brampton)
May as well just set up equal rights to food and shelter to all people of all nations. Nothing good can come from prolonged unregulated immigration.
May as well just set up equal rights to food and shelter to all people of all nations. Nothing good can come from prolonged unregulated immigration.
Identity Attack0.040745795
Insult0.019419061
Profanity0.010518758
Threat0.0066151097
Severe Toxicity0.0015544891
Low Tox 0.077668175 Low Con 0.247
Oct 26, 2017 13 likes How much do refugees and …
People believe it’s because of an “aging” population they let migrants come in???🙄 No, they are. It allowed to work in academic fields. Period!! It’s not about filling jobs it’s to create unrest among the …
People believe it’s because of an “aging” population they let migrants come in???🙄 No, they are. It allowed to work in academic fields. Period!! It’s not about filling jobs it’s to create unrest among the population in order to usher in the New World Order! If it were about an “aging” population it could be helped with giving incentives for young couples who want to start a family.
Identity Attack0.03894114
Insult0.019999169
Profanity0.014327513
Threat0.0066798385
Severe Toxicity0.001964569
Low Tox 0.077668175 Moderate Con 0.372
Aug 28, 2025 1 likes Why Canadians Are Turning Against …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per …
the producer of this video is exactly right...why migrate from a place you are wanted to import everything from...Answer; Freebies, stop the gravy train, end all unearned monies, tax credits/benefits/ payments per person and per child, rent assist..Canadians don't get them why should these people who come out expecting to live for free
Identity Attack0.033269364
Insult0.025284592
Profanity0.012380436
Threat0.0064532873
Severe Toxicity0.0018405914
Low Tox 0.07687678 Constructive 0.618
Aug 31, 2025 4 likes Why Canadians Are Turning Against …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had …
I'm a born and raised Canadian, as well as my husband. Even before our country was completely taken over, employment was hard to come by because of the fw's. 8 years ago, my husband had enough with trying to find a job, he stopped counting at over 450 resumes that were ignored, so he decided that we should start our own company, a small delivery company that 2 years later, we added a safe ride service to (driving drunk people home in their own vehicle). I was the manager of a little pizza place, which was run by immigrants, but good ones. I was hired because my husband approached them about doing deliveries, and they wanted to meet me. I had no idea I was going for an interview but they begged me to work for them, their reason; although they could speak English, they weren't fluent in it, so they wanted an English speaking employee who could easily understand the customer's. Within days, I was promoted to manager, and I loved my job and all of them. They treated everyone with such kindness and generosity. I found out just how much support they got from our government, when I broke down one day because I couldn't afford my prescription. My boss was so confused because he and his family got free prescriptions, dental, eye care, etc and they thought everyone got that. My boss paid for my prescription and actually apologized to me for how our own government treated us. He also showed me that they get $2,500 every 2 weeks, funding to start or buy businesses, but if they don't hire other fw's or immigrants, that funding changes to a grant and they have to pay it back. They are given money for housing, and vehicles. He was pushed out of that business by his 2 partners, and the partner's promised him I would keep my job. That was a complete lie. They stopped putting me on the schedule, claiming financial problems (bs), but hired not one but two new full time immigrant employees. I lost it and quit. Our town isn't that big, and word spread fast, especially when everyone found out that I was still owed over $2,000, which I will never see because no government agency will help me. Their business is actually struggling now and I love that for them. As for my husband and I's business, it's going strong but I came unglued when we recieved a letter from the government "suggesting" that we hire immigrants. I wrote back, telling them in no uncertain terms would that ever happen, and it will be a cold day in hell when one of us steps back so one of the government's favored people can take that money from us because we are the only 2 employees and we're not sacrificing a damn thing for someone who already gets everything.
Identity Attack0.015355183
Insult0.034341812
Profanity0.01893901
Threat0.007353018
Severe Toxicity0.002193451
Low Tox 0.07687678 Constructive 0.825
Sep 2, 2025 Why Canadians Are Turning Against …
Come on man! Live and let live. At the end of days we are all humans
Come on man! Live and let live. At the end of days we are all humans
Identity Attack0.011321344
Insult0.017088935
Profanity0.023106437
Threat0.025098583
Severe Toxicity0.0037956238
Low Tox 0.07687678 Moderate Con 0.37 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Im fully in support of immigrants. However, if you come for school? You leave when you're done. Then come back properly. If you think Canada is free? Its not. DO YOUR PART... PROPERLY.
Im fully in support of immigrants. However, if you come for school? You leave when you're done. Then come back properly. If you think Canada is free? Its not. DO YOUR PART... PROPERLY.
Identity Attack0.034816213
Insult0.021610579
Profanity0.010552917
Threat0.007145886
Severe Toxicity0.0020313263
Low Tox 0.07687678 Constructive 0.638 Policy_Critique
Aug 29, 2025 1 likes Why Canadians Are Turning Against …
There are places in Punjab India where entire villages have migrated to Canada en mass. And having criminal record did not stop them from migrating no questions asked just come..
There are places in Punjab India where entire villages have migrated to Canada en mass. And having criminal record did not stop them from migrating no questions asked just come..
Identity Attack0.041261412
Insult0.023995465
Profanity0.010125926
Threat0.0064727063
Severe Toxicity0.0014400482
Low Tox 0.07608539 Constructive 0.524 Unverified_Claim
Feb 18, 2026 5 likes Canadian immigration officers investigating hundreds …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only …
Canadians are turning against mass and Illegal immigration For Immigration to be a success all round a country needs to have a clear vision of its immediate for its needs and accord immigration opportunity only to those it needs and that as a privilege -NO ONE has any rights to coming to Canada and those who are accorded such an opportunity need to understand clearly that they are opting for a new way of life that gives them opportunity and must be prepared psychologically to adapt and contribute -This concept has been brutalized in recent decades and law order and expectations have been trampled on -Hence today’s situation-a Canadian who came according to law and embraced Canada its way of life and Canadians
Identity Attack0.035589635
Insult0.029053112
Profanity0.012107162
Threat0.006977591
Severe Toxicity0.0019931793
Low Tox 0.075294 Constructive 0.616 Policy_Critique
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
It is absolutely wild the difference in immigration now vs pre-2015. I had a brief marriage in my early 20’s to a man that was a Turkish PR and when we had our child in …
It is absolutely wild the difference in immigration now vs pre-2015. I had a brief marriage in my early 20’s to a man that was a Turkish PR and when we had our child in 2012 - back when Kenney was minister - we were unable to get a 3 week visitor visa approved for his mother and 17 year old sister to come to Halifax from Istanbul to meet the baby because they were considered at risk for not leaving. This is despite my former MiL providing documents showing she had property, a business and an ailing husband to return to. They appealed the decision once, the result was the same and they were then told they couldn’t re-apply for a certain length of time. We ended up taking the baby there when he was a few months old as it was so much easier. Now everything’s a free for all
Identity Attack0.031980325
Insult0.028612386
Profanity0.017436003
Threat0.0067445673
Severe Toxicity0.0020122528
Low Tox 0.07450261 Constructive 0.773 Personal_Narrative
Feb 27, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …

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.