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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

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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

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Active: "Just checking if you are …" 240 comments · Page 4 of 10
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in …
How many of the Chinese and Indian residents are Intelligence Operatives of India and China? How is possible for Canada to check and green-light 140,000 Indian and 40,000 Chinese nationals every year, knowing that in one country virtually everyone is corrupt and the other is a closed-doors system?
Identity Attack0.27991617
Insult0.24928534
Profanity0.016069634
Threat0.00713294
Severe Toxicity0.005836487
Moderate 0.30502358 Low Con 0.282 Unverified_Claim
Aug 25, 2025 1 likes Why Canadians Are Turning Against …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed …
My family came to this country 35 years. My parents were educated, they brought over money and skill, we went through background checks to confirm we were not criminals. We paid taxes and we contributed to the society. Now everything is different. The problem is not immigrants. The immigrants who come here properly are fine. They do not burden the society. The problems are illegals and refugees. They drain the society and create crimes. That’s what you gotta stop.
Identity Attack0.35624164
Insult0.1823172
Profanity0.020373698
Threat0.010239923
Severe Toxicity0.0119018555
Moderate 0.30502358 Constructive 0.659
Aug 26, 2025 Why Canadians Are Turning Against …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check …
Roca. Milton ON is becoming a muslim community. No homeless no red neck in Milton ON. Some pointers Pakistani consulate at 810 Nipissing Road. Ask them who they help to bring from pakistan. Also, check out the islamic community center located at 8069 Equesing Line Milton. There they are advocating jihad, and destruction of western culture and implementation of sharia law. You can get into the building pretending that you are a Uber driver.
Identity Attack0.3780483
Insult0.123407245
Profanity0.028503597
Threat0.019055385
Severe Toxicity0.013155893
Moderate 0.3048984 Moderate Con 0.494 Unverified_Claim
Sep 24, 2025 Inside Canada's Indian Metropolis (Brampton)
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non …
Craziest things looks there are thousands graduates from local citizen colleges, for example community support worker in social services but nobody's hiring them because they're only sponsored when they hire temporary workers for their Non prifit company, then the citizens community services workers with 34 thousands debts contribute the salaries instead of getting those jobs ,omg,crazyy, judt check only community support worker position graduates citizens vs temporary workers ratios on employment, needs to change please, sincerely
Identity Attack0.010433395
Insult0.2838064
Profanity0.08064143
Threat0.0074954215
Severe Toxicity0.006828308
Moderate 0.3048984 Constructive 0.817 Economic_Argument
Feb 28, 2026 BATRA’S BURNING QUESTIONS: Canada’s absent …
Hey, mr. journalust- Khalistan is NOT IN KERALA!!! Get educated, check google
Hey, mr. journalust- Khalistan is NOT IN KERALA!!! Get educated, check google
Identity Attack0.10221587
Insult0.2435641
Profanity0.040910475
Threat0.010265815
Severe Toxicity0.009536743
Low Tox 0.2854971 Low Con 0.13 Meta_Commentary
Jan 27, 2026 Inside Canada's Indian Invasion...
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Check out Kipling and Dixon next, the Somali community there…….The White Buildings
Identity Attack0.35948995
Insult0.071116626
Profanity0.030138692
Threat0.015947454
Severe Toxicity0.00957489
Low Tox 0.2854937 Moderate Con 0.439 Call_To_Action
Jan 27, 2026 Inside Canada's Indian Invasion...
Oh fu$/< thats why government slashes 1000$ from my each pay check 🤬🤬🤬🤬
Oh fu$/< thats why government slashes 1000$ from my each pay check 🤬🤬🤬🤬
Identity Attack0.0066596144
Insult0.09416737
Profanity0.29168049
Threat0.0070164283
Severe Toxicity0.010910034
Low Tox 0.2854869 Moderate Con 0.308
Aug 5, 2022 1 likes How much do refugees and …
Why Canada government allowing everyone to the country? They are allowing people without background check , some indians those are bad or criminal history can easily entre the canada , that no good .
Why Canada government allowing everyone to the country? They are allowing people without background check , some indians those are bad or criminal history can easily entre the canada , that no good .
Identity Attack0.32768643
Insult0.15343215
Profanity0.019143965
Threat0.008013252
Severe Toxicity0.007972717
Low Tox 0.2854869 Low Con 0.297
Oct 5, 2025 Inside Canada's Indian Metropolis (Brampton)
Terrible journalism. Irresponsible to be displaying some of the information without a fact check on your behalf. This is simply a compilation talking heads with no research.
Terrible journalism. Irresponsible to be displaying some of the information without a fact check on your behalf. This is simply a compilation talking heads with no research.
Identity Attack0.008250522
Insult0.25602314
Profanity0.024062896
Threat0.0074565844
Severe Toxicity0.003528595
Low Tox 0.2854733 Low Con 0.241
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I am an Indian. Many of the new comers from the North of India , whether students or immigrants, do not speak English fluently. Some, especially the Punjabis, cannot even read and speak even a …
I am an Indian. Many of the new comers from the North of India , whether students or immigrants, do not speak English fluently. Some, especially the Punjabis, cannot even read and speak even a single sentence in English. They bribe the immigration officials and get the IELTS certificate for whichever score/band they need. Some of them have a criminal background. When the inquiry for background check comes up, they bribe the police to get a clean certificate... and they all immigrate to Canada, Australia, New Zealand and other Western countries. Every other brown skinned people gets hated and embarrassed because of these people. I have a strong feeling that many in IRCC are of Indian decent and they help these people. These people are racists, arrogant, selfish, greedy, rude, disrespectful, uncivilized and mostly unintellectual. They don't even respect people from other parts of India.
Identity Attack0.31892163
Insult0.16824563
Profanity0.048175167
Threat0.0113014765
Severe Toxicity0.01121521
Low Tox 0.2854733 Constructive 0.58
Sep 28, 2025 1 likes IRCC Names India in Study …
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time …
Working cash under the table, check out bakeries, factories, etc. Tons of these foreign students on permits not only renew their permits for cash earning, they go part time to school instead of full time just to earn money in order to stay longer in Canada and America. Bakeries in Toronto hire a lot of them through private employment agencies and pay them cash under the table. In other words, they just apply for permits so they can work and say screw education 😂
Identity Attack0.04177703
Insult0.16868424
Profanity0.22663295
Threat0.007068211
Severe Toxicity0.00793457
Low Tox 0.2854699 Constructive 0.552
Sep 28, 2025 IRCC Names India in Study …
Should check out the Indian invasion on the trucking industry while you're here lol
Should check out the Indian invasion on the trucking industry while you're here lol
Identity Attack0.2831485
Insult0.0811385
Profanity0.07708528
Threat0.014566151
Severe Toxicity0.013607788
Low Tox 0.2853768 Low Con 0.272 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
They also should check LTB orders against these students n immigrants who are fooling the system .n commiting rent fraud
They also should check LTB orders against these students n immigrants who are fooling the system .n commiting rent fraud
Identity Attack0.26494437
Insult0.16861114
Profanity0.019280603
Threat0.008077981
Severe Toxicity0.005302429
Low Tox 0.2763787 Low Con 0.3
Oct 17, 2025 IRCC Names India in Study …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about …
You are a pretty good influencer you know how to get engagement but the thing that you might miss is that you also plant seeds of racism in people's brain, I get your idea about the illigal immigrants and I totally agree that all the illigal immigrants should not only be deported but should also be punished strictly and I get it that it's frustrating that people are not following the rules or people are doing bad stuff there but the thing is not only the content but also the intent behind the making and releasing this video, you could have mentioned illigal immigration but you choose to use words like Indian invasion and giving a name to a specific event would cause racism and hate towards the community as well as for the country, The way you showed the clips of specific people showing middle finger in cars I can show a tons of videos of native candains doing the same thing but then it's morally wrong because everyone's not same, same way just check out there's a lot of people who does bad things in public who are the citizens of Canada and who are doing bad stuff, imagine I make a video saying that "The stupid canadians who doesn't follow rules" that video will also show partial truth of some Canadians doing stupid things but associating Canada's name would spread racism against them which is wrong, same way you could've made a video on illigal immigrants who came from india but you choose to get more engagement by using racist terms and things which will make people think that all indians are same, in conclusion I just want to say that in america the highest earners are American-indians and I really thank us government for giving opportunities to them but they not only worked hard for those opportunities but they also worked more then the Americans to get to the top, if the America would have a better person to be the ceo of Google then sundar pichai must have been in india but since he's the best he's at the top same way every american-indian or legal immigrants not only worked hard to get there but also worked more to reach where they are, YOU HATE US, CAUSE YOU AIN'T US. (If you have talent skills and passion come to India and try to become ceo of Reliance industries or TATA group and if you really manage to do it I will not only say sorry but I will myself get all the Indians out of Canada) ✌️♌
Identity Attack0.27991617
Insult0.16337912
Profanity0.07514556
Threat0.058826666
Severe Toxicity0.014382465
Low Tox 0.27525392 Constructive 0.818 Moral_Argument
Feb 5, 2026 2 likes Inside Canada's Indian Invasion...
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be …
I had a lady who confessed to me that she was recommended by immigration to change to refugee status and avail benefits. She was Punjabi. Check who is manning Asylum department. They have to be fired. Brother and sister get married for immigration by Somalis
Identity Attack0.2949366
Insult0.07491849
Profanity0.044417568
Threat0.054624002
Severe Toxicity0.011367798
Low Tox 0.27412915 Constructive 0.556
Dec 25, 2025 Deportations From Canada at Their …
Immigrants are a good thing and Sikhs are especially kind people, but there needs to be checks and balances which Canada has failed miserably at.
Immigrants are a good thing and Sikhs are especially kind people, but there needs to be checks and balances which Canada has failed miserably at.
Identity Attack0.1808059
Insult0.19734058
Profanity0.05543986
Threat0.0071847234
Severe Toxicity0.004863739
Low Tox 0.27047762 Constructive 0.584 Moral_Argument
Oct 9, 2025 Inside Canada's Indian Metropolis (Brampton)
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 …
If they didn’t want Indians to be in their country, then probably the British, French and Portuguese shouldn’t have forced their way into India. Especially Britain, stealing around £38 Trillion from India. Actions have reactions.😂😂😂😂 And if people want to UNDERSTAND why people from mostly Punjab move to Canada, they need to learn history. The short version is - Sikh Regiment, business in the 19th and 20th century. For a longer version why the migration exploded in the late 20th and 21st century, the seeds were sown back in the early 20th century - Brits favouring a handful of Khalistanis to weaken Indian National movement before Indian Independence (read Sanjiv Sanyal’s book - “Revolutionaries”) and keep the Jewel (India) in the crown. Post the assassination of Indian PM Indira Gandhi by the Khalistani Terrorists (concentrated in Punjab) in 1984 and the Indian government crackdown on them - many found refuge in Canada aided by Pakistan’s Intelligence Service Agency and off course the USA and Canada 🫡🫡🫡 Indian government repeatedly pleaded the West to hand over the terrorists but surprise surprise, the West wants to use these elements to keep India in check and support its ally Pakistan. Fast forward, Khalistani sympathisers (Khalistan was a violent separatist movement in Punjab)find their refuge in Canada. Their relatives move in shortly and encourage others from Punjab to do so. Why ?? To build the base for Khalistan movement in Canada against India (all this being supported by the West while India cries its lungs out) 😢😢😢. Canada becomes a mini Punjab for the Khalistani terrorists/sympathisers. The Punjabi culture takes root courtesy of the Khalistanis - brings in more migration. Fast forward to today, the movement is now a tsunami with people from Punjab moving in large numbers. Why ? Because of the Khalistan movement, Punjab got destroyed economically (it was the richest state in India) as a result people are forced to move out. And the best place is their second Punjabi 🫣🫣 ie. Khalistani homeland Canada.
Identity Attack0.2816105
Insult0.12521741
Profanity0.026590679
Threat0.0091524795
Severe Toxicity0.008621216
Low Tox 0.26859093 Constructive 0.685 Comparative_Framing
Feb 11, 2026 4 likes Inside Canada's Indian Invasion...
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. …
Not Canada per se, but baised on my coworkers even the Indians have Indian fatigue now. Especially with the older skilled Indians workers who have aasemulated into the country and came here the honest way. They're always complaining how it's now so easy to get into the country, with relaxed polices and poor vetting and how these newer influxes do not like to assemulate into their new country, and bring their bad practices over here. And annoyed why are importing non skilled workers when locals are struggling for jobs, describing why we do not need more Uber drivers and mc donalds workers. They're were telling me there's recently been a large influx buying their degrees for like $10k and getting here on skilled visas without thorough checks. because of relaxed policies as a result of our majority of young skilled citizens here leaving the country in record numbers since COVID.
Identity Attack0.28034934
Insult0.16751462
Profanity0.052183274
Threat0.009981008
Severe Toxicity0.009651184
Low Tox 0.26293078 Constructive 0.772
Jan 27, 2026 Inside Canada's Indian Invasion...
When local college graduate 10000 graduated students then They bring 10000 temporary workers for the same field , Crazy the citizens whom graduated have no job and face disadvantage crisis for paying their student loan …
When local college graduate 10000 graduated students then They bring 10000 temporary workers for the same field , Crazy the citizens whom graduated have no job and face disadvantage crisis for paying their student loan ,Omg But those temporary get hired instantly becuse they have full support from government but sadly the citizens who graduated local college zero support plus they get rejected instantly lol. And we still paying the temporary workers salary with student loan, Please check Non profit rmployment around the country Calgary tempore worker have more full time job than locsl citizens in Non profit sector working as social services center. Check the ratio of employment between citizens and temporary Visa holder ,crszy check the result STILL COMMUNITY SUPPORT WORKERS WITH STUDENT LOAN HAVE NO JOB BECAUSE OF BUT MUST PAY STUDENT LOAN ...
Identity Attack0.01374736
Insult0.24630153
Profanity0.08096472
Threat0.008246276
Severe Toxicity0.005607605
Low Tox 0.26104406 Constructive 0.784 Economic_Argument
Feb 24, 2026 'We do know that there's …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something …
@mikenewbold1699 Mike tell me one thing do you help your siblings hard time in there life do u take care your parents when there old nah right do u help your poor relatives do something change there life do you give away money every month to help homeless people no body sleep empty stomach we re far from homeland we love our homeland butt canada is now our homeland because we work live here pay taxes helping Canada to grow to we re Indian we know India is not clean like Canada butt our roots family value culture value is more clean then spring water 💦 life is not all racism talking shett about other people check the facts population of Indian lives in Canada 99.9 working paying tax check canadian born status working class Canadian don’t talk shett still god bless you
Identity Attack0.18235919
Insult0.1711343
Profanity0.10054382
Threat0.0082074385
Severe Toxicity0.013866014
Low Tox 0.26104406 Constructive 0.648 Moral_Argument
Feb 10, 2026 Inside Canada's Indian Invasion...
Just asking how the indigenous people felt as a minority because of influx in f Europeans. And how does the Pakistan people assimilate by wearing hijab and demanding halal at every food joint. I don’t …
Just asking how the indigenous people felt as a minority because of influx in f Europeans. And how does the Pakistan people assimilate by wearing hijab and demanding halal at every food joint. I don’t support illegal immigration of India or Africans. I don’t want to pay for people’s hotel room who came here on fake refugee status. But we shouldn’t only target only one community. Please check which community has more kids for ccb and comes as asylum to every western country. And the Indian students who came probably didn’t get a chance in Indian colleges.
Identity Attack0.316
Insult0.082619295
Profanity0.036401358
Threat0.00967031
Severe Toxicity0.011138916
Low Tox 0.25727063 Constructive 0.718
Sep 20, 2025 Inside Canada's Indian Metropolis (Brampton)
I agree they should check their culture at the door and adapt to our culture and our ways, or go back home.
I agree they should check their culture at the door and adapt to our culture and our ways, or go back home.
Identity Attack0.27340925
Insult0.06687108
Profanity0.026180768
Threat0.015774792
Severe Toxicity0.009689331
Low Tox 0.25462922 Moderate Con 0.471
Sep 11, 2025 Why Canadians Are Turning Against …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is …
I am disgusted by what Canada has become. The government has allowed a free for all to take place without checks and balances for their own profit…whether it’s votes for political mileage, money that is being invested by certain people groups that will help enrich the pockets of government or whatever the reason - has caused this country to descend to the dumps st a rate faster than it takes to say ‘Oh Canada’. As an immigrant, I have seen the degeneration within the country (particularly Toronto & GTA) in 10 years. Sometimes it feels like you’re in a different country, with a different language other than English or French, individuals who refuse to adopt the traditional Canadian lifestyle, who are allowed in with little value for system and order, allowed to procreate and ‘raise’ children who don’t appreciate the Canadian values, both born and immigrants using crime as their currency to their warped perception of wealth and an whole history of issues that impact the lives of the average law and culturally abiding citizen. Oh there’s so much more that can be said about the state of this nation, but if there are bold-faced chants about who will be ruling Canada by 2060, those that have the power to do something need to pay VERY CLOSE ATTENTION. That is not just wishful thinking. That is a threat that will come to pass if a blind eye and a deaf ear is turned which, the government seems bent on doing. A word to the wise is sufficient.
Identity Attack0.116281845
Insult0.1823172
Profanity0.041160982
Threat0.007948523
Severe Toxicity0.0059127808
Low Tox 0.25462922 Constructive 0.677 Policy_Critique
Sep 9, 2025 1 likes Why Canadians Are Turning Against …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without …
We let in too many unvetted criminals, because we tried to be too nice. Bad people take advantage of that.... Time to restrict unvetted refugees and immigrants, and time to throw out every criminal without a citizenship. Those, we'll jail ourselves... PS: We DO need immigrants because of our low birthrate (it's negative), and our aging population... BUT, we need to check CHARACTER first. Not colour, just CHARACTER!!!
Identity Attack0.23694818
Insult0.10294484
Profanity0.017299367
Threat0.034422375
Severe Toxicity0.008621216
Low Tox 0.25462922 Moderate Con 0.45 Policy_Critique
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Videos like these would be nicer if you did research/fact-checked people's statements. I know the purpose is to get the POV of the general populace, but it sucks hearing at the end of the video …
Videos like these would be nicer if you did research/fact-checked people's statements. I know the purpose is to get the POV of the general populace, but it sucks hearing at the end of the video "Well, idk why" when you could improve the quality of the video by supporting or rejecting claims people make. Also, asking more balanced questions instead of biased ones is another way you can improve. For example, no difficult questions or claims against the anti-immigration Canadians were given - they were basically just asked "why do you think this?" On the other hand, the pro-immigration migrants were given questions regarding claims made by the anti-immigrant Canadians - which again was never fact checked by your team. It's difficult and feels like a waste of time when we're just hearing testimony - as important as each individual's story is - but without any critical thinking or research applied.
Identity Attack0.05612817
Insult0.16883044
Profanity0.21348765
Threat0.007689608
Severe Toxicity0.008735657
Low Tox 0.25462922 Constructive 0.833
Oct 6, 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.