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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 #}

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Active: "We are with you, Canada." 6,088 comments · Page 163 of 244
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this …
It’s still too much. Liberal policies are far too generous and clearly do not incentivize persons entering Canada to look for gainful employment. Only Liberal minded individuals fail to see the obvious flaws in this way of thinking.
Identity Attack0.04048799
Insult0.0670459
Profanity0.01128734
Threat0.006155535
Severe Toxicity0.0015449524
Low Tox 0.121732734 Moderate Con 0.348 Policy_Critique
Aug 30, 2025 How much do refugees and …
Thank you lord, for all these people speaking up. I am a proud Canadian woman. And I love people and animals.😊. I see my own country changing drastically and it's not for the good. I …
Thank you lord, for all these people speaking up. I am a proud Canadian woman. And I love people and animals.😊. I see my own country changing drastically and it's not for the good. I see alot of hatred from people who are not from my beautiful country. I don't know why they have so much hate for people from Canada, I am not saying everyone from a different country are like that but just from what I witnessed. If you have so much hatred than why are you here? This is a beautiful country no need for hatred. Please respect one another and stop the hate, just be happy you are in a country that has alot of opportunity to be free and live happily. 😊❤.
Identity Attack0.06749674
Insult0.054376744
Profanity0.02344803
Threat0.00756015
Severe Toxicity0.0032234192
Low Tox 0.121732734 Constructive 0.808
Aug 31, 2025 75 likes Why Canadians Are Turning Against …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, …
Oh man, why wasn't I in that video? The thing is, when you bring up people who faced discrimination and serious problems in their home countries—like not having access to a decent standard of living, proper culture, or good education—it makes everything so much harder for them when they arrive in a new country too.I also want to talk about jobs in Canada, bruh. All the industries seem dominated by specific ethnic groups that have basically taken them over. For example, in construction, you mostly see Spanish or Portuguese crews who only speak their own language on the job. And Indians—they've pretty much taken over all the Walmarts and fast-food chains in Canada.They should've kept Canada truly multicultural instead of letting it turn into this. And don't even get me started on the nepotism in the job market lol. You cant even make a gues how hard was for me to find a roofing company that speaks english in their crews lol.
Identity Attack0.06294931
Insult0.045593183
Profanity0.035399333
Threat0.007754337
Severe Toxicity0.0038719177
Low Tox 0.121732734 Constructive 0.756
Jan 27, 2026 Inside Canada's Indian Invasion...
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is …
❤came to Canada 40 years ago. I’ve lived both sides of the coin — dignity and opportunity, but also racism. Telling immigrants to ‘leave their values and cultures’ is wrong. What makes Canada strong is multiculturalism: we bring our values, humanity, and traditions, and we mix them with Canadian society. That doesn’t divide us — it makes us Canadian. Stop spreading racism by saying culture doesn’t belong here. You can be Canadian and bring your culture, that’s what multiculturalism means.❤
Identity Attack0.09162762
Insult0.04910661
Profanity0.015932998
Threat0.0067769317
Severe Toxicity0.0029182434
Low Tox 0.121732734 Constructive 0.787 Personal_Narrative
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
TFW completely destroyed the Canadian job market. Canadian companies would rather use the program than hire local Canadian workers or young workers who are looking for there first job opportunity and gain experience. I respect …
TFW completely destroyed the Canadian job market. Canadian companies would rather use the program than hire local Canadian workers or young workers who are looking for there first job opportunity and gain experience. I respect immigrants who come to Canada, contribute to the community and economy and are willing to leave their culture in the past and adapt to our culture and language. I don’t respect immigrants who refuse to adapt to our language and culture. You’re in Canada, it’s either English and French, stop speaking Punjabi everywhere because we all can’t stand it, especially in businesses. Canada has a major immigration problem at this point. It’s not racist when it’s true. The truth is on film and everyone sees it. Canadians deserve better than what is happening right now. All we want is opportunities and opportunities to buy homes and have families. But the Canadian government would rather bend over to the Punjabi’s. What a disgrace!!
Identity Attack0.07508347
Insult0.04910661
Profanity0.014293353
Threat0.007870848
Severe Toxicity0.002784729
Low Tox 0.121732734 Constructive 0.654 Economic_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect …
This is a slap in the face to someone who spent over a year preparing to come to Canada. I spent tume and effort and lots of money and sleepless nights to make a perfect application. I made sure I be 100% honest bcuz its mainly part of my religion. When i got accepted and came , I counted the hours in my part time and paid attention that i dont work any extra min over my 20 hours during studies, I did the same for my PGWP and PR application. Its hurts my soul that someone can be dishonest and gets a slot in the quota competing with people who are doing it like me. Its insulting. If those ppl who are not decent enough to submit an honest application and follow the rules they should not be allowed a spot in the quota. They should be removed and sent back to where they came from. Canada should bot tolerate frauds. We literally came gere for a better life , a safer life. By accepting frauds in, you're telling future applicanys to cheat thier way into here.
Identity Attack0.019676208
Insult0.0623257
Profanity0.027683776
Threat0.012078222
Severe Toxicity0.0036621094
Low Tox 0.121732734 Constructive 0.695 Personal_Narrative
Oct 31, 2025 IRCC Names India in Study …
If you double Canada's population with Indians Canadians will be a minority. While in India nobody would even notice someone is missing. Did I write "if"? I meant "when".
If you double Canada's population with Indians Canadians will be a minority. While in India nobody would even notice someone is missing. Did I write "if"? I meant "when".
Identity Attack0.11280017
Insult0.029934563
Profanity0.013576009
Threat0.007081157
Severe Toxicity0.002822876
Low Tox 0.121732734 Moderate Con 0.39 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
Who is going to talk about how Canada is complicit in Israel's genocide. The same people who help carry out the genocide in Palestine also run the Government of Canada. its not a co-incidence as …
Who is going to talk about how Canada is complicit in Israel's genocide. The same people who help carry out the genocide in Palestine also run the Government of Canada. its not a co-incidence as soon as Carney steeped onto the scene Poilievre all but admitted out right defeat. he knew what was happening. that the powers that be had pulled support for him. The same powers run the news papers and media in Canada.
Identity Attack0.09328204
Insult0.03312982
Profanity0.011970525
Threat0.012699619
Severe Toxicity0.0037002563
Low Tox 0.12086493 Moderate Con 0.378
Jun 22, 2025 How Canada broke its immigration …
I think Canada tends to bear the fraud loss being intangible but on the other hand these schools or colleges receive money from foreign students to sustain economy which makes them Golden goose and they …
I think Canada tends to bear the fraud loss being intangible but on the other hand these schools or colleges receive money from foreign students to sustain economy which makes them Golden goose and they cant kill it. But yes students should be screened at border if they cant speak in English and passed Ielts (fraudulently). Mark them high risk there as that is where the fraud starts.
Identity Attack0.04203484
Insult0.03511308
Profanity0.0166845
Threat0.060766358
Severe Toxicity0.0037574768
Low Tox 0.119997114 Constructive 0.795
Oct 1, 2025 IRCC Names India in Study …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout …
Before Trudeau UK had the biggest number. He brought in 3m+ that made Indian population higher in Canada than UK. SA, Tanzania and Kenya also have big numbers. Idi Amin used brutal means to kickout British Indians in Uganda. Colonialist English empire was the cause of of Idi Amin's actions. British Kingdom migrated thousands of Indians as cheap labour to build rail lines to mineral rich regions extending to DRC- Uganda city of Kasese and Kilembe mines. When the railway was completed, they offered them British citizens including those born in Uganda. The colonial British gave them business loans, including Indian banks to extend credit and loans to Indians without surerities. They were allocated colonial govt freehold land for free in the most prime areas of uganda major cities like Kampala, Jinja, Masaka, Mbale, Soroti, Mpigi, Tororo etc while black Ugandan indegenous people were pushed into the rural areas to work in factories, mines and businesses set up for British Asians. As you can guess, business class get super rich while Africans who didnt work on their own coffee, cotton, and domestic farms were left to work as clerks, securicor, teachers, Christian clergy/ reverands and local tax collectors for the govt. Brutal as he was, Indi Amin saw and used this imbalance as a second liberation war, economic war, to kick out all British Asians holding UK Passports and any other Ugandan born who didnt want to abide by the authority of indegenous people. Amin killed whoever tried to challenge his life president, he killed 72 ugnadans, mainly politicians by public firing squad aired on TV. He killed the Anglican Archbishop Luwum, he killed the 1st Ugandan Chief Justice Ben Kiwanuka. He was brutal BUT, every Ugandan is celebrating his nationalism of caring for ordinary people AND opening their eyes on trade and business by KICKING OUT economy sacking British Asians. This is history I saw and followed because i was a kid in primary school at the time 1972. In addition to that Indians in Uganda were so arrogant to indegenous Ugandans, I experienced it. So when i see how Canadians resent them I dont feel for them unfortunately. I already had enough on my plate in Canada. Indians were the owners of biggest to smallest shops in major cities and town in Uganda because of free capital and soft loans, financed business premises thru the colonial British suckers. They showd that arrogance which pissed most of the indegenous Ugandans. For example if you went to a shop and burgained on a KG of sugar or bread, or shirt, and didnt get fail to buy because you dont have that much or failed to get a good deal, the Indian shopkeeper would insult any Afriacn in Indian- Luganda accent " oba tayagala genda malala jali..mali ya nyoko?". meaning " If you dont want to buy go, others are there will buy, is this your capital/ stock?". Many songs were sung after the 1972 kickout depicting that phrase/ quote.
Identity Attack0.08749158
Insult0.054376744
Profanity0.017572641
Threat0.012906751
Severe Toxicity0.0038909912
Low Tox 0.119997114 Constructive 0.744 Comparative_Framing
Oct 11, 2025 IRCC Names India in Study …
Because of immigrants Canada is able to pay social security to the homeless and the old people. Indians are also paying the 35% tax like everyone
Because of immigrants Canada is able to pay social security to the homeless and the old people. Indians are also paying the 35% tax like everyone
Identity Attack0.13591312
Insult0.028612386
Profanity0.013371054
Threat0.005867492
Severe Toxicity0.002670288
Low Tox 0.119997114 Moderate Con 0.462 Economic_Argument
Feb 18, 2026 Inside Canada's Indian Invasion...
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better …
We all herw blaming them....but entire blame ve put on ircc and the govt. Why ircc...i would say no proper scrutiny from ircc. contact interview should be allowed. Indians in US speaks english much better than indians in Canada. If you see them at Walmart l, dont even bother to ask for directions, you will confused more than before. 2. Ircc claim they prioritize experience approving people at the age of 50 years to 8 month program with all benefit of MS/PhD, tell me someone at the age of 40+, what contribution would that add to the economy than to populate the country compare to someone in their 20s. You all need to compare demographic of international student in US and Canada. Why govt, 1. Allowing private institutions to grant degree confering to SOWP/PGWP/Dependent/parent sponsorship
Identity Attack0.07673789
Insult0.04852104
Profanity0.019758832
Threat0.008401625
Severe Toxicity0.0030899048
Low Tox 0.119997114 Constructive 0.711 Policy_Critique
Sep 29, 2025 IRCC Names India in Study …
Make Canada Indian Again ====MACIA
Make Canada Indian Again ====MACIA
Identity Attack0.094936445
Insult0.033901088
Profanity0.027000591
Threat0.010809537
Severe Toxicity0.0074768066
Low Tox 0.119997114 Low Con 0.129 Identity_Assertion
Sep 27, 2025 Inside Canada's Indian Metropolis (Brampton)
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones …
Honestly, they are great people and I think they bring a lot of culture and family orientation back to Canada I feel like it’s roots. I mean, we are the first generation with cell phones so things aren’t gonna go well for the first generation so I hope to see change in the next, but I really hate the racism. Because at the end of the day, this world belongs to all of us. I’m married to a Punjab. And I’m very thankful I met him feel like a lot of Canadian men. Have become victims to the red pill ideology or cell phones are really just becoming a part of their ideologies. Indian families bring back real love and authenticity. My only problem is the criminals that are coming into the country that are hurting people when we already have enough problems in our own country.
Identity Attack0.10221587
Insult0.046764325
Profanity0.035900343
Threat0.008919456
Severe Toxicity0.0045394897
Low Tox 0.119997114 Constructive 0.799 Solidarity
Jan 29, 2026 Inside Canada's Indian Invasion...
Canada hates America. Now America is starting to implement laws that reflect that, so what’s the problem🤨?
Canada hates America. Now America is starting to implement laws that reflect that, so what’s the problem🤨?
Identity Attack0.0895815
Insult0.016087424
Profanity0.00014151656
Threat0.0011041841
Severe Toxicity0.000008116771
Low Tox 0.11986967 Comparative_Framing
Dec 7, 2025 8 likes
Canada is falling and fast. The old school still holds what is left together, but they will be dead in a decade or two and you won't recognize "the home of the free." Globalists took …
Canada is falling and fast. The old school still holds what is left together, but they will be dead in a decade or two and you won't recognize "the home of the free." Globalists took over Canada. The old Christian traditions that held the country together are dying. China will probably end up solving the issues.
Identity Attack0.08500996
Insult0.032689095
Profanity0.012926984
Threat0.02440793
Severe Toxicity0.0033187866
Low Tox 0.11912931 Moderate Con 0.326 Fear_Threat
Feb 23, 2026 Inside Canada's Indian Invasion...
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a …
“As an Indian, I feel embarrassed by what some people are doing in the UK, Canada, the US, Australia, and New Zealand. It is not fair. I believe that if a country gives you a chance to build a better life, then it is your responsibility to contribute positively to that country. Instead, some people are involved in illegal activities, and because of this, many truly talented Indian students are suffering.”
Identity Attack0.10221587
Insult0.034672357
Profanity0.019075647
Threat0.007637825
Severe Toxicity0.0028038025
Low Tox 0.11912931 Constructive 0.67 Personal_Narrative
Jan 12, 2026 1 likes IRCC Names India in Study …
Canada needs a big deportation time to take our country back. Canada needs to wake up and stand up
Canada needs a big deportation time to take our country back. Canada needs to wake up and stand up
Identity Attack0.06476828
Insult0.027347196
Profanity0.013200258
Threat0.022335978
Severe Toxicity0.0044441223
Low Tox 0.11912931 Low Con 0.22
Aug 27, 2025 Why Canadians Are Turning Against …
Fun fact: carrying a weapon in Canada can and will land you in jail.
Fun fact: carrying a weapon in Canada can and will land you in jail.
Identity Attack0.02821777
Insult0.0233509
Profanity0.013200258
Threat0.08856395
Severe Toxicity0.003929138
Low Tox 0.11912931 Low Con 0.166
Jan 27, 2026 1 likes Inside Canada's Indian Invasion...
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Bring back 500$ Apartments and 500$ Beater cars and I'll make lots of babies for Canada. Can't pick up a girl in a tent and an expired bus pass.
Identity Attack0.034300596
Insult0.030044744
Profanity0.016411226
Threat0.040638234
Severe Toxicity0.0050354004
Low Tox 0.1182615 Moderate Con 0.427 Economic_Argument
Sep 3, 2025 Why Canadians Are Turning Against …
It's so refreshing to leave Canada!!!!! It's so depressing to come back.
It's so refreshing to leave Canada!!!!! It's so depressing to come back.
Identity Attack0.06476828
Insult0.035333443
Profanity0.012585391
Threat0.0071847234
Severe Toxicity0.0031089783
Low Tox 0.1182615 Moderate Con 0.424 Personal_Narrative
Feb 9, 2026 Inside Canada's Indian Invasion...
Canada was broken
Canada was broken
Identity Attack0.05612817
Insult0.033019636
Profanity0.026727317
Threat0.010654188
Severe Toxicity0.0043678284
Low Tox 0.11739369 Moderate Con 0.372 Policy_Critique
Dec 23, 2025 Inside Canada's Indian Metropolis (Brampton)
⸻ “It’s surprising to hear someone say immigrants should ‘leave their culture and what about religion’ behind. That’s not Canada — that’s brainwashing. Canada is built on multiculturalism. We don’t need to erase who we …
⸻ “It’s surprising to hear someone say immigrants should ‘leave their culture and what about religion’ behind. That’s not Canada — that’s brainwashing. Canada is built on multiculturalism. We don’t need to erase who we are to belong here. We bring our values, our traditions, our work ethic, and we mix them into this country. That’s what makes Canada strong, not weaker. Stop spreading messages that divide — unity and respect is what truly builds this country.”
Identity Attack0.09576365
Insult0.04910661
Profanity0.014327513
Threat0.006420923
Severe Toxicity0.0024795532
Low Tox 0.11739369 Constructive 0.647 Moral_Argument
Aug 26, 2025 1 likes Why Canadians Are Turning Against …
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
...and the liberals continue saying "what? no... there is no problem in Canada, everything is fine... Lets send some billions to Ukraine and Palestine, Canadians dont need it anyways..."
Identity Attack0.10221587
Insult0.030816011
Profanity0.013405213
Threat0.008259222
Severe Toxicity0.0034332275
Low Tox 0.11739369 Low Con 0.26
Aug 25, 2025 Why Canadians Are Turning Against …
The difference between the 60,000 Vietnamese boat people that came to Canada and the current wave of refugees is that the boat people were by and large law abiding people who are willing to accept …
The difference between the 60,000 Vietnamese boat people that came to Canada and the current wave of refugees is that the boat people were by and large law abiding people who are willing to accept our law, customs, culture and way of life. Several of my close friends are boat people. The current wave of refugees want Canada to adopt their way of life, some are abusive to local residence and are disrespectful to our culture, their neighbours and damage the hotels that they stay in when they first set foot in this country. I am all for accepting refugees. But send them back if they refuse to integrate into our society.
Identity Attack0.07094744
Insult0.062150877
Profanity0.015523086
Threat0.008116818
Severe Toxicity0.0031471252
Low Tox 0.11652588 Constructive 0.755
Oct 22, 2018 16 likes How much do refugees and …

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.