reddit-post-sentiment-analysis.ipynb

{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "exposed-palmer",
   "metadata": {},
   "source": [
    "# Sentiment Analysis on a Reddit post"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "acknowledged-shirt",
   "metadata": {},
   "source": [
    "In this notebook, we are going to analysis a reddit post accessed using the Python Reddit API Wrapper([PRAW](https://praw.readthedocs.io/en/latest/)).  \n",
    "  \n",
    "The reddit post is the **[Daily Discussion](https://www.reddit.com/r/soccer/comments/noxewu/daily_discussion/)** post from the r/soccer subreddit(a subreddit focussing on football/soccer), originally posted on 31st May 2021."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "unexpected-string",
   "metadata": {},
   "source": [
    "## Getting data from Reddit"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "chemical-model",
   "metadata": {},
   "outputs": [],
   "source": [
    "import praw"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "minus-number",
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "sorted-recovery",
   "metadata": {},
   "outputs": [],
   "source": [
    "import spacy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "banned-torture",
   "metadata": {},
   "outputs": [],
   "source": [
    "nlp = spacy.load(\"en_core_web_sm\")"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "mental-dealing",
   "metadata": {},
   "source": [
    "To access Reddit data through PRAW, you need certain credentials obtained using your Reddit account(namely, Client ID, Client Secret, Username, Password, and User Agent). [Read how to get these credentials here...](https://praw.readthedocs.io/en/latest/getting_started/quick_start.html)\n",
    "\n",
    "As data like password, Client Secret etc are confidential, I have stored them in a local text file(*praw_credentials.txt*) so as to keep them hidden. When required, I will read from there and pass it into the Reddit object. You can pass the credentials directly without using any files."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "scientific-france",
   "metadata": {},
   "outputs": [],
   "source": [
    "with open(\"praw_credentials.txt\") as f:\n",
    "    credentials = f.readlines()\n",
    "credentials = [x.strip() for x in credentials] "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "virgin-wings",
   "metadata": {},
   "outputs": [],
   "source": [
    "reddit = praw.Reddit(client_id = credentials[0], client_secret = credentials[1], username = credentials[2], password = credentials[3], user_agent = credentials[4])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "substantial-longer",
   "metadata": {},
   "outputs": [],
   "source": [
    "url = \"https://www.reddit.com/r/soccer/comments/noxewu/daily_discussion/\""
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "smoking-marriage",
   "metadata": {},
   "outputs": [],
   "source": [
    "submission = reddit.submission(url=url)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "occupational-terrorism",
   "metadata": {},
   "source": [
    "Now we will access all the comments from the said post, and store it in the list *post_comments*."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "significant-pricing",
   "metadata": {},
   "outputs": [],
   "source": [
    "post_comments = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "id": "controlled-leone",
   "metadata": {},
   "outputs": [],
   "source": [
    "submission.comments.replace_more(limit=None)\n",
    "for comment in submission.comments.list():\n",
    "    post_comments.append(comment.body)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "informational-elephant",
   "metadata": {},
   "source": [
    "**NOTE** : Depending on the number of comments, the above loop can take some time. To reduce the number of comments processed, you can tinker with the 'limit' parameter. Read more about PRAW comment extraction [here](https://praw.readthedocs.io/en/latest/tutorials/comments.html)."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "outstanding-massage",
   "metadata": {},
   "outputs": [],
   "source": [
    "post_comments = post_comments[1:]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "angry-governor",
   "metadata": {},
   "source": [
    "The first comment is excluded, as it is a stickied comment which is automatically pinned to every r/soccer post. It is not of any relevance to the analysis. Based on the post, this step may not be required."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "rental-roller",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['Stop calling Kante cute. He is bald out of choice, he is a menace.',\n",
       " \"Even Courtois congratulated us on Twitter for winning the CL but Eden didn't, I'm convinced he would've wanted to but was afraid Chiringuito would put out another hit piece if he did so.\",\n",
       " \"Why hasn't Moukoko won us a World Cup yet? What a disappointment.\",\n",
       " \"The Euros 2020 locker room experience is gonna make Kane get out of Spurs, I'm sure of it\\n\\nImagine being him in the locker room and his former teammates Trippier and Walker are talking about their league titles, Bellingham and Sancho their cup win, City lads are already loaded with trophies and now friggin' Chilwell, James and Mount are boasting their CL win while TAA and Henderson join in laughing.\",\n",
       " ' Guardiola mourinho and now zidane. All coaches are sick of the spanish media and the pressure there is to coach barca or madrid',\n",
       " 'Didn’t see anyone talk about how shit the Marshmello and Selena Gomez bit was at the finals, absolute rubbish',\n",
       " 'How quickly will people here delete their Southgate slander if he brings it home?',\n",
       " '>Sources indicate several #ManCity players are unhappy about game time they’ve had this season and would either consider an exit, or even actively push for one. Aymeric Laporte, Raheem Sterling and Gabriel Jesus are among those dissatisfied with roles. [@SamLee/@TheAthleticUK]\\n\\nI always wondered how Pep kept all his players happy, I know he rotates a lot so everyone ends up playing 30+ games a season but at some point players will want to play week in week out and not just in the relatively easier games. Looks like the frustration has really built up now, City could honestly do with trimming their squad off players like Mendy, Sterling, Jesus etc and sign one or two top replacements.',\n",
       " 'Benfica are such a chad club tbh. They have +550m positive net spend since 14/15. Insane',\n",
       " 'One of the only good things about the away goal rule being scrapped is that it can finally do away with them comedy geniuses saying “how do I tell my girlfriend that X team won drew and lost at the same time huhuhuhuhuh”',\n",
       " \"My local newspaper - where I lived before Uni - has a Euro fantasy game and I'm telling you right now: I'm winning this thing. I have the experience and inside scoops from the likes of Fabrizio Romano or Kristof Terreur and there shouldn't be much competition (1000-2000 maybe? Most of them old OR children I imagine). And they will fall into the trap and pick their favorite German players like amateurs. \\n\\nI'm fully hyped now for this tournament.\",\n",
       " 'Are there actually people who think Kante is undisputed for balon d or? Or am I only seeing this on Instagram?',\n",
       " 'This hasn\\'t been a good year so far for Florentino \"The Saviour of Football\" Perez. I wonder if fans will finally turn on him?',\n",
       " 'Wesley Fofana doesn’t even make France’s U21s this is how stacked they are. also can’t wait for the Konate Upamustafi comparisons today',\n",
       " 'Might as well call Monday Moan - Manchester Moan for this week',\n",
       " 'Schalke might get a 6 point reduction for next season. Hilarious.',\n",
       " '[OptaLemure] From the 1960 EURO final to the 2016 EURO final every country that finished second had the red color in their flag. Blood.',\n",
       " '/u/three_shoes season ender, hey big spender, roundup: transfer spending, selling, positive and negative nets, over the last ten seasons (2011/12 - 20/21) - all in €uros.\\n\\n**Top 25 biggest spending clubs**\\n\\n>1) Man City - €1.52bn\\n\\n>2) Chelsea - €1.47bn\\n\\n>3) FC Barcelona - €1.46bn\\n\\n>4) Juve - €1.41bn\\n\\n>5) Man Utd - €1.34bn\\n\\n>6) PSG - €1.32bn\\n\\n>7) Real Madrid - €1.07bn\\n\\n>8) Atletico Madrid - €1.07bn\\n\\n>9) Liverpool - €1.00bn\\n\\n>10) Inter Milan - €987m\\n\\n>11) AS Monaco - €921m\\n\\n>12) AS Roma - €911m\\n\\n>13) Arsenal - €907m\\n\\n>14) AC Milan - €848m\\n\\n>15) Napoli - €794m\\n\\n>16) Spurs - €790m\\n\\n>17) Everton - €734m\\n\\n>18) Bayern Munich - €726m\\n\\n>19) Dortmund - €692m\\n\\n>20) Sevilla - €622m\\n\\n>21) Valencia - €572m\\n\\n>22) West Ham - €562m\\n\\n>23) Leicester City - €554m\\n\\n>24) Southampton - €531m\\n\\n>25) Aston Villa - €516m',\n",
       " 'France losing gives me insane amounts of serotonin',\n",
       " \"That Zidane letter was damning, throws me back to when Mourinho was utterly hounded in the press. Disgusting by Flo Perez, even if you believe at one point that Zidane isn't the right man for the job why would you leak news that he gets fired if he loses?\",\n",
       " 'Who is sources and why does he know so much?',\n",
       " '[60 years ago on this day, Benfica win their first European Cup](https://upload.wikimedia.org/wikipedia/pt/b/be/Jos%C3%A9_%C3%81guas.jpg)\\nMy grandpa was 17 and still says it was one of the best days of his life. Says he remembers it like it was yesterday.\\n\\nWish we could win the CL once in my lifetime',\n",
       " \"Listen I love Kante but he shouldn't get the Ballon d'or. Literally noone thought he should get it until hype after getting motm in the final.\",\n",
       " \"Zidane is that girl that was the most patient and caring with you no matter what and you still did her so dirty that she couldn't handle it and had to leave\",\n",
       " 'Casual Reminder Zidane scored a panenka on a WC final in his last ever game. Insane when you think on it',\n",
       " 'My favourite part from the Zidane letter is “I spoke with the press for many years but rarely ever spoke about football”. The Spanish press and to a lesser extent Catalan press are all clowns',\n",
       " 'Spanish Press :\\n\\nhttps://youtu.be/WfZXcQ3FPFo\\n\\n\\n😂😂 They make Hazard look like a Criminal.',\n",
       " 'Maldini and Zanetti look like mythical figures. They just seem to be destined to be legendary in their field. One looks like a greek god and the other is Superman',\n",
       " 'Anyone else just LOVE KANTE. God I LOVE THIS MAN. He’s so cute because he ALWAYS SMILES. God I want to SHAG KANTE. He’s the BEST PLAYER EVER.\\n\\nHe’s not shagging you lads.\\n\\nAnd I hate to be a Debbie downer, he seems like a great guy, but smiling all the time does not mean he is the second coming. Let’s be honest, we all have 0 clue what he’s like privately',\n",
       " 'People who act like Kante is some sort of puppy or something should be shot',\n",
       " 'Its funny when players are linked with moves in a transfer window and then you start seeing fans of the linked clubs coming up with these whole new opinions on the player, that they definitely didnt just make up on the spot, that they definitely havent even watched the team they currently play for, and they say it with such confidence.',\n",
       " 'There is a hashtag united player in the FA cup team of the season\\n\\nThat is all',\n",
       " \"I hadn't actually looked at the groups yet, but Group F is crazy strong\\n\\nFrance, Germany, Portugal are all contenders. Unlucky for Hungary lol\",\n",
       " 'Donnarumma saved our season against Juve and Cagliari only to dip when our season objective was reached. Dawg make it make sense',\n",
       " 'Club brugge fans are genuinely a different breed man, who would have thought that Cercle would appeal a plan that would kick Cercle out of their rightful home with no alternative, thus killing this 122 year old historic team.\\n\\nYou might call me obsessed, but in truth I care very little about their on-pitch success, but the threat of them (and Bruges city council they have in their pocket) destroying our beautiful team really worries me.\\n\\nIf people want I can write up a post about the stadium dossier later today?',\n",
       " \"I'm starting to see the light. You can't win the big things without a keeper that's secure on the ball. Ederson created that Sterling chance and Mendy basically created Chelsea's goal too. Not to mention Neuer and Alisson won the CL the past few years too.\\n\\nGuys who are elite shot-stoppers but bad at claiming crosses and bad on the ball like Leno and DDG can't win big things because of how pressing schemes force keepers to be good on the ball. \\n\\nBut then again, Madrid have Courtois now and had Navas then and they're average at best on the ball. Do you think keepers need to be good on the ball to win big trophies?\",\n",
       " 'Trent should make the squad imo. But I don’t think he’ll ever carry his Liverpool form over to England. We don’t really need our RB to be our main creator with Grealish and Sancho available.',\n",
       " 'Can’t imagine getting so rattled I’d delete my account, could never give someone the satisfaction',\n",
       " '~~Tottenham~~ ~~Liverpool~~ ~~Man United~~ All big premier league fans are the most annoying fans here',\n",
       " 'Both Manchester Clubs losing european finals in 2 weeks, truly a city united',\n",
       " \"I swear to god Kante is probably twice as old as the people calling him adorable. He's a 30 year old man, not a child ffs\",\n",
       " 'The seethe from users over the England national team on here is unreal hahaha inject it 💉💉💉💉',\n",
       " \"It's fucking great supporting an irrelevant tinpot team and don't let anyone tell you otherwise.\",\n",
       " \"I've criticised Ancelotti a lot of times, but if he leaves, we are fucked. Mostly because there is no manager that we could that would do any better than him.\",\n",
       " 'When people use tackle statistics to determine how good a defender is I thought elite defenders tackle less because they have better decision making and anticipation',\n",
       " 'The biggest rivalry between countries?\\n\\nArgentina brazil\\n\\nNetherland germany\\n\\nPortugal Netherland\\n\\n\\nWho else?',\n",
       " \"A lot will be said about it, but I think Trent not going will be a mistake. \\n\\nI don't think he would of played much, but he can whip in a ball better than any of them and that will be solely missed when chasing a goal.\",\n",
       " 'A random statistic for those interested:\\n\\n**Every manager/coach who has returned to the European Cup / Champions League final for the first time after a gap of 10 years or more has lost**.\\n\\nGap (years) | Coach | earlier final | later final \\n:-- | :-- | :-- | :--\\n14 | Louis van Gaal | 1996: Ajax lost to Juventus 1-1 (p) | 2010: Bayern lost to Inter 2-0 \\n14 | Jupp Heynckes | 1998: Real Madrid beat Juventus 1-0 | 2012: Bayern lost to Chelsea 1-1 (p)  \\n11 | Vujadin Boškov | ~~1982~~1981: Real Madrid lost to Liverpool 1-0 | ~~1993~~1992: Sampdoria lost to Barcelona 1-0 (aet) \\n10 | Udo Lattek | 1977: Borussia Mönchengladbach lost to Liverpool 3-1 | 1987: Bayern lost to Porto 2-1\\n10 | Pep Guardiola | 2011: Barceona beat Manchester United 3-1 | 2021: Manchester City lost to Chelsea 1-0',\n",
       " 'League 2 playoff final the perfect example of why VAR is compulsory. An absolute scandal, a little weasel from Morecambe hurls himself to the floor which is outside the box and not a foul, but the keeper punching the Newport striker in the face is nothing?',\n",
       " \"After all the TAA chatter for the past couple months i reckon it's almost a good thing he's not getting in. He'd be looked at under a microscope if he played.\",\n",
       " 'The replies to Fabrizio Romanos posts on twitter are full of cunts\\n\\nRant over',\n",
       " 'Has any manager ever won all big four leagues? I know Pep is missing Italy and Carlo never won la Liga. Jose is missing Germany. Anyone else even won three?\\n\\nEdit: Conte and Klopp both have two. All of these except Conte have a CL too, and Jose has the added bonus of winning one with a non big four league club. \\n\\nWho else has two at least?',\n",
       " 'did Zenit get moved from pot 1 straight into pot 3 because Chelsea won?',\n",
       " 'In sorry but Konate and Upamecano together IN AN U21 GAME should be illegal',\n",
       " \"The entire Super League still feels so incredibly off. There's hundreds of PR and marketing people involved internally at all the clubs yet their advertisement for the league was just a generic PR statement, some generic site with little information and a disaster of a Perez interview...\\n\\nEverybody knew what negative response a Super League would get, why wasn't there any real attempt at proving why the Super League would be a good thing? It's so strange.\",\n",
       " 'They always tell you Rodrygo goes.\\n\\nThey never tell you where he goes',\n",
       " 'Part 4 of my series is up from yesterday\\n\\n[https://www.reddit.com/r/soccer/comments/nonm72/oc\\\\_portuguese\\\\_teams\\\\_outside\\\\_the\\\\_big\\\\_3\\\\_part\\\\_4\\\\_new/](https://www.reddit.com/r/soccer/comments/nonm72/oc_portuguese_teams_outside_the_big_3_part_4_new/)\\n\\n&#x200B;\\n\\nIf you could please share feedback on the new format that would be awesome',\n",
       " 'Transfermarkt users have the worst opinions out of all platforms, Twitter included. Also they are 50 years old on average. Genuinely horrible \"forum\". Quite crazy that their player market values are kind of respected.',\n",
       " 'Shameless J.Pedrol slamming Zidane.\\n\\nWho the fuck do these elchiringuito nuts think they are. \\n\\nShould be banned talking football, all outlets enabled by Perez.',\n",
       " 'Have you ever had a controversial football opinion that proved to be right later on.\\n\\nI was very strongly puel out way before anyone else was, and got a lot of flak for it. Puel was trying to phase vardy out the team for example. There were people saying vardy is finished and puel was right. Obviously he went on to get golden boot the next season after puel was gone',\n",
       " \"Based on France U-21, I think it's clear that /r/soccer is wrong about absolutely everything\",\n",
       " 'TIL TAA has American heritage',\n",
       " 'Italy have had 6 reds in 4 games this tournament. Not a great record',\n",
       " 'Germany vs Netherlands is gonna be spicy\\n\\n!flair :Germany:',\n",
       " 'Just finished Ted Lasso and honestly apart from a few small moments (>!a player is recalled from loan after being subbed off in one game, players are seen doing very odd training activities!<) it’s an incredibly well-written and researched show. Got a lot of the football nuances right.',\n",
       " \"Ever since Christensen has been used in Tuchel's system, he's been a defensive wall for the most part with excellent ball playing abilities.\\n\\nI'm really happy to see the fanbase appreciating him after years of abuse; even I wanted him gone at some points. Chelsea's board apparently didn't ship him off because they wanted to avoid a 'KDB situation'.\\n\\nI'll leave you with one of my favourite memes from this season: [Christensen's penitentiary.](https://i.redd.it/yke7fl0jce271.jpg) For every clean sheet he got, the attackers of the team that failed to score got thrown into his correctional facility. \\n\\nIt actually started as a small jail cell but we kept so many clean sheets that it grew quite a lot over the remainder of the season.\",\n",
       " 'Reddit is lovely sometimes. Man writes [a detailed article](https://www.reddit.com/r/soccer/comments/npau71/analysis_manchester_citys_main_problem_in_the_cl/?utm_source=share&utm_medium=ios_app&utm_name=iossmf) and argues that it wasn’t the lack of a DM which lost City the game and top comment says Pep should’ve played Rodri/Fernandinho',\n",
       " 'Am I the only one who thinks N’golo Kante getting Ballon D’or/ player of the year shouts is ridiculous? Absolutely no disrespect towards the man, but I think his recent performances in the champions league is swaying many people’s minds.',\n",
       " 'My team won our first cup title yesterday (our second in total, the first one winning the League in 2001) and I’ve been out celebrating all night. \\n[Here](https://twitter.com/jonastimoteus/status/1399098195490320384?s=21) is a video of just one small part of the celebration. God I love fotball',\n",
       " \"The deadline for the 26 man Euros sqauds is tomorrow so sometime in the next 24 hours we'll find out the 7 players excluded from Southgate's sqaud. You can expect a meltdown to happen in the DD then.\",\n",
       " 'Dortmund might as well start a football academy in Switzerland at this point',\n",
       " 'This France U21 team....too stacked',\n",
       " 'all that commotion for a team about to lose to Sweden in Ro16',\n",
       " 'Okay I was wrong. Bye bye stacked France u21 👋🏻👋🏻',\n",
       " 'Whichever country wins the World Cup, all their upcoming young players will be severely overrated for the next 4 years.\\n\\nI still remember when Germany was set to dominate for years with all those phenomenal young talents like Werner, Brandt, Sane…\\n\\nThe same thing is happening to France right now, any half decent young French player is hyped into oblivion.',\n",
       " 'All this talk of deciding which three rightbacks to bring reminded me that spain is taking only 1',\n",
       " 'I have ordered some honey stroopwafels in order to try dutch cuisine for the first time. Expect a review tomorrow.',\n",
       " \"The amount of twitter ITKs saying we're making an official bid for Sancho tomorrow compared to the silence from actual journalists who know what's really happening is hilarious\",\n",
       " 'Ancelotti vs Koeman next season\\n\\ncall it the Ev Clasico',\n",
       " 'Is Belotti good enough for a title challenging side? His goal record is solid',\n",
       " 'So last year when a lot of clubs had to fire staff and reduce wages to cut costs, Chelsea spent around 250M in the transfer window. This year it looks like they’re gonna spend 150M+.\\n\\nHow exactly are they any different from Man City? I know they had a transfer ban but that’s still a lot of money',\n",
       " \"It's time for the biannual summer where I suddenly start feeling a lot more German than Norwegian 😎\",\n",
       " 'Neither Schalke, Bremen or Hamburg will get promoted next season',\n",
       " 'Official: You get the same coefficient points for winning a game at the Conference as you get for winning a CL game. In qualifiers  as well as the main tournament.\\n\\nGood news for Liga NOS fans as they have one more team there than France. Time for the volcanic Islands of Azores to save humanity and make Portugal get that 5th.',\n",
       " 'Aguero is officially a Barcelona player. Tears in my eyes.',\n",
       " \"Just realised if we get Kane, we'd never miss penalties ever again.\",\n",
       " 'I hit rock bottom, just watched Benzema shoot some penalties in training',\n",
       " '[I love Patrice Evra](https://twitter.com/Evra/status/1399327977817661440)',\n",
       " 'Cutrone on the bench for Italy U21 at 23 years of age...\\n\\n\\n\\nSwear people had very high hopes for this guy',\n",
       " 'Kevin-Prince Boateng - Mario Balotelli - Dany Mota \\n\\n\\nBest front three ever to grace the Italian game?',\n",
       " 'I made comments slagging off Dany Mota and Patrick Cutrone before this game for fuck sake hahaha',\n",
       " '[removed]',\n",
       " 'r/soccer is dead since the cl final\\n\\n\\nCant wait for the euro and copa america to start',\n",
       " \"After having seen England's National Team record in the Euros and World Cup, how come there isn't as much talk about them just not being a very good national side, with not much glory besides British competitions that they used to participate in and 1 world cup? Internally and externally.\\n\\nNot saying that the NT has never had talented players and such, but there is usually irrational amounts of hype and optimism (some groups/generations more irrationally hyped than others), as opposed to maybe a more realistic regard for the English National Team, that being they just aren't that good.\\n\\nIf you can't tell already, I'm not English so my only exposure to NT hype and such as been online.\",\n",
       " 'Will be gutted if the Carlo rumors are true.',\n",
       " \"Fulham fans, what do you think of Tony Khan? I don't see him running AEW that well too actually, with rumors of backstage problems\",\n",
       " 'that churchill thread really showed that many english people love to think americans are the toxic hypernationalist ones but downvoted any indian criticizing churchill, not only indians but south africans and irish people too, this is a common theme if you dislike being blamed for the atrocities of the empire, you should not take pride in that either, makes sense right ? anyone talking about massacres like jallianwala bagh being called \"hindu nationalist\" fucking lmao',\n",
       " 'UEFA really think 8PM on a Friday night is a responsible time for England v Scotland??\\n\\n[I can’t wait](https://twitter.com/KieranTidmarsh/status/1398759616935301120)',\n",
       " 'This seems like...less than outstanding business https://twitter.com/dermotmcorrigan/status/1399315490217119748?s=21',\n",
       " 'Do French football fans hold the Montpellier 2012 win with as much reverence as we do in England with Leicester City in 2016, i.e. \"greatest fairytale\" and all that',\n",
       " 'Flo is currently sitting in a dark room blasting We Are Never Getting Back Together',\n",
       " 'This [guy](https://www.instagram.com/p/CPiOU_kHvNm/?utm_medium=share_sheet).',\n",
       " 'Serious question, how often do you guys use Reddit? I recently deleted Instagram and I’ve started using reddit a lot more than I used to',\n",
       " \"Compiling a list of players who've completed football, winning a major league title, a major domestic cup, the European Cup/Copa Libertadores before 1990 or so, the continental championship and the World Cup.\\n\\n**Sepp Maier, Hans-Georg Schwarzenbeck, Franz Beckenbauer, Paul Breitner, Uli Hoeness, Gerd Muller** (Bundesliga, DFB Pokal, European Cup, Euro 1972, World Cup 1974)\\n\\n**Jurgen Kohler** (Bundesliga/Serie A, Coppa Italia, European Cup, Euro 1996, World Cup 1990)\\n\\n**Marcel Desailly** (Serie A, FA Cup, European Cup, Euro 2000, World Cup 1998)\\n\\n**Bixente Lizarazu** (Bundesliga, DFB Pokal, European Cup, Euro 2000, World Cup 1998)\\n\\n**Didier Deschamps** (Ligue 1/Serie A, Coppa Italia/FA Cup,  European Cup, Euro 2000, World Cup 1998)\\n\\n**Thierry Henry** (Ligue 1/Premier League/La Liga, FA Cup/Copa del Rey, European Cup, Euro 2000, World Cup 1998)\\n\\n**Rivaldo** (La Liga, Copa del Rey/Coppa Italia, European Cup, Copa America 1999, World Cup 2002)\\n\\n**Iker Casillas, Sergio Ramos, Gerard Pique, Carles Puyol, Sergio Busquets, Xavi Hernandez, Andres Iniesta, Xabi Alonso, Pedro, David Villa, Alvaro Arbeloa** (La Liga, Copa del Rey, European Cup, Euro 2008 & 2012, World Cup 2010)\\n\\n* Pique also won the PL, Alonso won the Bundesliga and FA Cup, Pedro won the PL and FA Cup\\n\\nPlayers like Ruggeri, Cafu, Barthez, Karembeu, Zidane, Roberto Carlos and Ronaldinho lack only a major domestic cup. \\n\\nPlayers like Pele, Gilmar and Zito miss out as Brazil didn't care about the Copa America back then.\\n\\nI wonder if an Intercontinental Cup/Club World Cup should also be a requirement.\",\n",
       " 'Schuurs - Botman > Upamecamo - Konate.',\n",
       " 'I don\\'t understand Real Madrid sub. Earlier it was all pro-zidane and anti-perez but few hours later it\\'s anti-zidane and now pro-perez. Zidane was spot on about everything. Many people don\\'t realize that Madrid has been under major problems since 2018 but Zidane managed to push us far ahead and covered the problems while receiving barely any support from the board. He didn\\'t sign anyone big but won us 3 UCL and 1 Liga. Wanted Ronaldo to stay and buy Kante and Pogba but the board expected him to stay 4 years with no major signing in a aging squad. 18/19 was a year we got fully exposed for the inner problems we had (no major signing to replace Ronaldo and other older players etc) Zidane came back and took the team that lost 5-1 to Barcalona and made us defeat Barcalona three times in row. Won us Liga again. Reached the fucking semi finals by defeating Liverpool and almost won the Liga with 60 fucking injuries. He carried us all year but somehow \"he didn\\'t do enough\" according to these fans.',\n",
       " 'do people actually support countries that aren’t their own? obviously not like the occasional person, is it actually widespread?',\n",
       " 'Who are some players that don’t have great stats but pass the “eye test”?',\n",
       " 'Deciding to support Cyprus over England (before people ask, I have a Cypriot Dad) is easily the best football related decision I ever made.\\n\\nThis way I no longer care when England inevitably fuck it up and can instead laugh my arse off when they do.',\n",
       " 'I just want Bruno Lage confirmed so I can stop obsessing about a manger and obsess about transfers instead',\n",
       " 'Anyone know where to get cheap football kits? Tried DHGate but everything seems to cost like... $500 to ship to the US.',\n",
       " \"Next season PL Predictions:\\n\\n1. The same four clubs finish in top 4 next season again. Chelsea don't finish in the top 2.\\n\\n2. Arsenal fans celebrate their return to top 6 as a sign of progress under Arteta. Leicester meanwhile finish outside top 6, but look to Europa League as a way to get CL. No prediction on what happens in EL.\\n\\n3. Significant gap between 4 and 5th placed teams.\\n\\n4. Crystal Palace get relegated.\",\n",
       " \"Seeing so many comments on this sub calling Barcelona out for replacing Suarez and then going for Aguero a year later. So this is my try at educating people on the circumstances surrounding the transfer.\\n\\n1. Luis Suarez earned close to 21 million euros a year. And he had 1 year left on his deal with a clause in his contract that automatically extended his contract by 1 more year if he played 50% of the games in that season. Aguero is on 8 million euros gross with performance bonuses and a CL bonus. \\n2. Luis Suarez is 2 years older than Aguero and despite being a deadly finisher in the box, lacked heavily in almost every other facet of the game. He couldn't dribble past opponents, didn't have the workrate to put in a defensive shift like Griezmann does. He relies on service into the box, the kind which Atletico can provide with the brilliant Carrasco and Correa. \\n3. Barcelona scored 86 goals with Suarez in 2019/20, and 85 goals without Suarez in 2020/21. So you could argue that Griezmann stepped up massively and if Ansu Fati hadn't been injured, Barcelona would've outscored their last season tally by a significant amount. \\n4. Martin Braithwaite is the club's only true number 9 and is now used as a rotation/bench option. According to sources in the press, both Braithwaite and Barcelona have agreed that he will leave. This transfer made scant sense in the first place, with Bartomeu splashing the cash to sign a player who isn't good enough to play for Barcelona. Aguero is being brought in to replace Braithwaite as the bench option.\\n5. Atletico Madrid paid Barcelona 7 million for Luis Suarez. This fee could rise to a potential 13.2 million based on his performance add-ons. Conservative estimates for Braithwaite put his fee for a expected transfer around 5-10 million. Aguero is being signed on a free with no signing on bonus. With wages that are conservative and in-line for a bench option and someone who brings in revenue and shirt sales because he is a global superstar.\\n6. Lastly but most importantly, the people who sold Suarez and the people who bought Aguero are not the same. Remember Bartomeu, Laporta, the elections? It's not like Barcelona, the club, conducted all this transfer business. So it doesn't make any sense to treat Laporta's signing of Aguero as anything to do with Suarez because Suarez wasn't even at the club when Laporta arrived. This piece of business has to do with Laporta replacing Braithwaite with Aguero which is the biggest no-brainer I've seen in a long long long time. \\n\\nI know Aguero has had injury issues, but he scored 26 goals in the 2019-20 season. This season has been a bit of anomaly for him. And he isn't being brought in to start every game. Griezmann brings too much to the team to be benched for Aguero and he has 36 G+A for club and country this season. I fully expect Antoine to hit the 40-45 mark next season. \\n\\nSo as someone who is informed about all the circumstances around Aguero's transfer, I feel like it will be a Henrik Larsson type of signing which will be regarded as an astute piece of business at best. If he's injured, well, we shouldn't feel his absence because we have players who bring more to the table than him in attack\",\n",
       " 'Can’t wait for Manchester United to surprise everyone and sign Sergio Ramos only for him to never play a game for them. Mark my words',\n",
       " \"Zidane bodied Perez with that letter lol. At the end of the day, think that's was pretty necessary to know the Machiavellian machinations of the board. For RM fans and the rest of the world as well.\",\n",
       " \"Seeing Liverpool fans who aren't from England desperately clamouring for Trent to be in the England squad is funny tbh. I couldn't give less of a shit if Rashford played at the Euros, so idk why they care so much\",\n",
       " \"There's a reason why Aoaur has been linked with a move to Arsenal, he's shit.\",\n",
       " 'If your club was forced to buy just one player this summer, what position would like to see reinforced?',\n",
       " \"I assume every RM fans wants 'Papa Flo' out now?\",\n",
       " \"People judging how we're going to match up against France/Portugal based on how we played in qualifiers when teams just sit back...\\n\\nEngland's defensive focus will actually help if/when we get out of the group stages\",\n",
       " 'How good was Sun Jihai?',\n",
       " 'Why are people starting to make predictions for next season already? We still have the Euros and summer transfer market ahead, everything will change.',\n",
       " 'Rank your countries top 3 football rivalries. \\n\\nFor Germany:\\n\\n1. Netherlands\\n2. Italy\\n3. Austria',\n",
       " 'Grealish is good enough for the best teams in the world',\n",
       " 'Bayern - Liverpool - Ajax - Milan is a possible CL group next year, 23 CL wins combined!',\n",
       " 'Are the English journos campaigning to bring Copa America to Wembley yet?',\n",
       " 'I’m bored of talking about England - can we talk about Italy instead? What’s their front three looking like',\n",
       " 'You can bring back one retired player and add them to your current national teams squad for the upcoming EUROS/Copa America/Gold Cup/WCQ\\n\\nWho do you add and why?\\n\\n----\\n\\nFor example, England adding a peak Rio for the upcoming EUROS or Italy adding Federico Balzaretti etc',\n",
       " \"is there a funnier misspelling of a name than 'Mpabbe'?\",\n",
       " 'Let’s just hope Barca let’s Agüero stream on twitch.',\n",
       " 'If Bobby Madley ever referees a game of football again, then refereeing in English football is beyond saving',\n",
       " 'Went to run some errands, is France in the mud?',\n",
       " 'Better a thousand ~~innocent men are locked up~~ onside goals be disallowed than one ~~guilty man roam free~~ offside goal be allowed to stand. - ~~Dwight Schrute~~ Mike Riley',\n",
       " 'So is Aouar a fraud now?',\n",
       " \"It's kinda mad how bad Liverpool's finishing was this season. We're apparently [number one for shot creation and 17th (**SEVENTEENTH!**) for scoring efficiency in the league](https://pbs.twimg.com/media/E2ukfDXWQAIu3i0?format=jpg&name=small).\",\n",
       " 'Whats the best trophy in football?\\n\\nI am not talking about the prestige or the competion but I mean the actual trophy... which is the coolest one?\\n\\nI kind of like the [Europa League Trophy](https://images2.minutemediacdn.com/image/fetch/w_850,h_560,c_fill,g_auto,f_auto/https%3A%2F%2Ffoxesofleicester.com%2Fwp-content%2Fuploads%2Fgetty-images%2F2017%2F07%2F1228142229-850x560.jpeg) its pretty weird looking\\n\\nThe world cup is obviously iconic too',\n",
       " 'I have a sneaky suspicion Southgate is going to play three at the back this summer with the rumours of Ward-Prowse and Phillips getting dropped along with bringing three rightbacks. Sigh...',\n",
       " 'Even if Perez comes knocking, Ancelotti should open , look with that raised eyebrow and just slam the door on his face. \\n\\nThe man should not forget 2015 treatment. \\n\\nSome journos saying Madrid guys holding talks with Don Carlo since past 4 days. Everton too looking for replacement if that happens.',\n",
       " 'What is the worst looking trophy in world football? I’m going Eredivisie trophy, it looks like a restaurant serving tray.',\n",
       " \"Can't believe Walker is 31. I imagined him being 28 at the most\",\n",
       " '[I love every second of this](https://twitter.com/7awadk/status/1399458879994581006?s=20)',\n",
       " 'Portugal conceded a goal to Cutrone and they are supposed to be good at football smh',\n",
       " 'I hope Sarri goes to Lazio; his rivalry with Mourinho has potential.',\n",
       " 'The more I read into Ange Postecoglou the more I get the feeling that he is a very good coach who will succeed elsewhere if given the chance, but isn’t suited to Celtic whatsoever...\\n\\n\\n\\nI think a good step for him into Europe would maybe be one of the big Scandinavian clubs currently having some rough times like København or Rosenborg, or maybe back to Greece with a club like Panathinaikos. There’s just too much pressure to get it right instantly at Celtic and he won’t be afforded that time here. I do hope he proves me wrong of course',\n",
       " 'What is the nerdiest *common* football joke?',\n",
       " 'I try to be positive about Germany for the Euros, especially now that Müller and Hummels are back, I really do want to support them and hope for the best. I\\'d even like to see Löw going out with some dignity left.\\n\\nBut then I remember that Bierhoff will continue his \"profession\" at the DFB even after the Euros and I just get angry. I just despise that arrogant wannabe. He should try his career at club level and he\\'d get booted out within days.',\n",
       " 'can I claim France for the euros if im 5% French according to ancestry?',\n",
       " 'Seeing alaba not in red is pretty weird',\n",
       " \"Wanted to mock Independiente but there's nobody here to share my joy... It's like their stadium any sunday afternoon.\",\n",
       " \"Copa America have alway been a carnage even in a normal year. This year's edition should be truly hell on earth\",\n",
       " 'I pray Copa america is not cancel',\n",
       " 'Welcome to the TAA Discussion Thread',\n",
       " 'What’s one bit of revisionism that really fucks you off? Personally it’s this recency around Giroud being this amazing underrrated striker.',\n",
       " \">📝 — Real Madrid are prepared to sell Raphael Varane to Manchester United in order to obtain a fee rather than losing the Frenchman on a free next summer #mufc #mujournal [@samuelluckhurst]\\n\\nI'm on my knees...\",\n",
       " 'sometimes i think about wouldve happened if tottenham won it in madrid 2 years ago. arsenal fans would be in absolute shambles, tottenham winning the european cup before them makes for some interesting discourse. we still probably win the league if the season plays out similarly. tottenham mightve capitalised on their position, invested heavily and potentially won the league. klopp with no cls\\n\\nlets just stick to this timeline pls',\n",
       " 'The line of the TAA article saying how he\\'ll miss out on the squad:\\n\\n\"Bookmakers think there will still be some big names missing out from the final 26, and indications suggest Liverpool\\'s Trent Alexander-Arnold will be the most significant casualty.\"\\n\\nThat\\'s it. Surely the post should be flagged as misleading or taken down. It\\'s literally just saying the bookies think he\\'ll miss out. If that\\'s a reliable source, shouldn\\'t there be a post just linking to Bet365 or something instead?',\n",
       " '859 days as a manager for Ole, 200 million spent, and no trophy to show for it.',\n",
       " 'I’ve seen a lot of sources linking us to Dzeko and Marcelo. I don’t know if that’s possible tbh but we signed a certain Brazilian left back from Real Madrid in the past',\n",
       " '[Amazing](https://youtu.be/iak0_tZRcWs)',\n",
       " 'What position does Sancho play nowadays? Would he start on the right for England with Foden on the left?',\n",
       " 'With all the crazy stuff that have been happening in football i missed Bosz to Lyon. Is it a good appointment German/Ajax fans?',\n",
       " 'Written a bit about the [manager changes in Europe](https://www.reddit.com/r/soccer/comments/np2dvj/managerial_merry_go_round_in_europes_football/?), if anyone wants to see a list',\n",
       " 'https://twitter.com/seanbaillie91/status/1399098492505690117?s=20\\n\\nFacts',\n",
       " 'Who were the promising midfielders in the world around the time Modric moved to Madrid? \\n\\nI remember really liking him, but iirc the likes of Mata and David Silva were regarded as a cut above him.',\n",
       " 'Still haven’t heard anything about interested parties for Silva and Kostic. While I am certain this will change until after the Euros, I hate that this gives me a false sense of security. I’m pretty sure that both Silva and Kostic are gone. That said, I am not that worried about us up front. While Silva is by far the best striker Frankfurt have had since Yeboah, we have Joveljic coming back after a super successful loan to Wolfsberg, in addition to Paciencia, who despite his atrocious season for Schalke has shown already that he can deliver with a good team behind him and Ragnar Ache, who hopefully stays fit. We do still have a lot of quality up front. Still, I’d love if we could somehow not lose Silva, but I don’t see that happening.\\n\\nWe already signed Lenz for the left wing/left back position and still have Zuber, Durm and Chandler, all of which can play there as well. Combined with an in-form Danny da Costa, who returns from Mainz after a very successful half year, I think we’re set on the defensive wings, even though Kostic’s departure would definitely hurt us and hit us quality wise. We will not be able to replace him 1:1 in terms of quality, but the solutions we have in hand are decent.\\n\\nI love and hate transfer season, honestly!\\n\\nAs for new players, I think we should still look into a new forward. We probably won’t be able to afford him or even convince him to come, but I’d absolutely love Kalajdzic from Stuttgart. Dude reminds me of Haller and he’s awesome. \\n\\nIf we could somehow get Jovic back, I’d take him immediately. I’d also love Marc-Oliver Kempf and am actually hopeful about that one. Also, let’s try to get back Sonny Kittel, shall we?',\n",
       " 'i don’t mean to flex to you lot but i just did 154 keepy-ups which may just be my personal record.',\n",
       " 'has there been a Chelsea celebration in London ?',\n",
       " \"My favorite player from uruguayan primera division just got his first national team call up!... and injured himself so he's out. Fml\",\n",
       " \"Hertha vs Wolfsburg is the new Nordderby btw\\n\\nCan't wait to manufacture a rivalry with a fellow 52° latitude club\",\n",
       " '[Holy shit, look at the picture of the player on the very right.](https://youtu.be/fvxCsU-BxfE?t=465)\\n\\nYou can see that it\\'s crossed out and I believe it says \"Mrdko\" which in Czech means something like \"Cunt\". \\n\\nTo provide some context - it\\'s a photo of Plavšić who refused to extend his contract and is joining Slavia (our biggest rival) on a free.\\n\\nReally surprised they kept that in the video.',\n",
       " 'Im not sure what the managerial situation is at VfB but they should hire Gerrard asap and then in 2024 they can swap managers with Liverpool.\\n\\nThis is based on my own feelings that Klopp is bound to manage Stuttgart at some point in his career, might as well be his next job right?',\n",
       " 'Suarez at Atletico and Agüero at Barcelona. How the turntables',\n",
       " 'Over the last couple of weeks I have seen endless different opinions on the Alexander Arnold/ England right back situation and it’s fascinating, you would think there would be a limit but they keep on coming. Kinda looking forward to the madness when he finally doesn’t make the English 26',\n",
       " 'Onto my 3rd Ange Postecoglou podcast. This cunt better get appointed',\n",
       " '[Jonjoe Kenny has officially returned to Everton](https://youtu.be/eC7Rxy0G4U8)',\n",
       " 'Will the Copa America be running at the same time as the Brazilian League?',\n",
       " 'mad that botman played huge part in winning the league 1 with lille and still had to make do with u21 squad only and counldnt get in the senior squad for the euros.',\n",
       " 'everyone debating over trent while i’m sat here hoping saka gets a rest this summer',\n",
       " '/u/kplo or any other Argentinian, is there any reasonable explanation for holding Racing vs Boca this early on a Monday?',\n",
       " 'Yeah, the Netherlands are 100% getting smacked today.',\n",
       " 'Jesper Gronkjaer is a legend',\n",
       " 'French team can go be stacked at home.',\n",
       " 'All that quality on the pitch for France and they deservedly got beaten by Netherlands. Fair play.',\n",
       " '[Easly finish top half 🤡](https://www.reddit.com/r/soccer/comments/noxewu/daily_discussion/h039tje?utm_medium=android_app&utm_source=share&context=3)',\n",
       " '>Kid: Mom, I want France!\\n>\\n>Mom: we have France at home\\n>\\n>*France at home:* **Netherlands**\\n\\n-this thread',\n",
       " 'Was wondering if there is a player with all 4 \"biggies\" - WC, Euro, CL & EL.\\n\\nQuora pointed me in the direction of Pedro!\\n\\nWOW - that dude has won some titles?\\nIs there anyone with a more broader, impressive trophy cabinet? \\n\\n(dont give me Giggs with his 87 Premier league medal)',\n",
       " \"Yes i'm a Postecoglou\\xa0bitch.\",\n",
       " \"People make too much of a scandal regarding Inter's new badge. Yes it's pretty bad, but there are far, far worse mentions. That one Leeds badge still haunts my dreams\",\n",
       " 'madrid want ancelotti, i guess thats who the spanish media were talking about when they said the new manager would be someone that \"hasnt appeared in the media and the rumors yet\"',\n",
       " \"Seems like English Press isn't going easy on Pep lol\",\n",
       " '21/22 is gonna be a meme season :(',\n",
       " '[Champions League final goalscorers since 2000 quiz](https://www.sporcle.com/games/PlanetFootball/cl-final-goalscorers)\\n\\n\\nI got 36/50',\n",
       " 'Madrid can forget about La Liga if they appoint Ancelotti and I doubt the squad is good enough for him to win the CL',\n",
       " \"I've finished writing my preview of Uruguay's national team for the r/soccer thing,if any respected journalist wants to proofread I'll be delighted\",\n",
       " 'I just realised how tough our group actually is goddamn',\n",
       " \"So so good to have fans back, I can't even imagine what today would have been like at home. Almost makes up for missing the rest of the season\",\n",
       " \"Fuck me I'm shaking during a under 21 game\",\n",
       " \"Do you guys use light mode or night mode for reddit? I have nearly everything else on dark mode but reddit just looks garbage when I try to use night mode.\\n\\nTo make this football related do you guys prefer playing a match early morning or right around sunset or at night? Personally don't like getting up early but something about the morning dew and whatnot that makes it much more satisfying to play in the morning.\\n\\nEdit: should clarify i mostly use reddit on desktop, I'm using light mode for desktop but night mode for mobile (boost)\",\n",
       " 'What are our thoughts on the Havertz/ Berbatov style of play comparison',\n",
       " '[removed]',\n",
       " '/u/Yung2112 who cares about this mickey mouse cup anyway.',\n",
       " 'Netherlands Vs Germany and Spain Vs Portugal in the under 21 euros semifinals!\\n\\nWish this happens for the euros too',\n",
       " 'Everyone here have taken for granted that Mbappe will leave but imo he will renew with psg as long as psg make some reinforcements and mbappe is satisfied with it.',\n",
       " 'Abramowitch has giving green light for 200£ Million spending in the Summer',\n",
       " 'Hugo Sanchez legitimately offered himself to be considered as Madrid manager in El Chiringuito just now...\\n\\nThe balls of that guy',\n",
       " 'Evra bantering the Gallaghers is something we could all agree on',\n",
       " 'the vast majority of english club flairs claiming to have watched trippier this season are, frankly, lying.',\n",
       " 'This is an odd one, but I don’t watch many Man United games and every single one I have watched, Rashford has had an absolute stinker. So I get that he’s a good player but I just can’t get the idea that he’s quite bad out my head. Anyone else have a player like this?',\n",
       " 'My personality traits are being a toxic Milan fan on the internet and a toxic diaspora Albanian nationalist.',\n",
       " 'Pot 1 for the upcoming CL is so bad',\n",
       " \"wow just re-read that whole db cooper thread. what a guy. can't believe how many rattled united fans were there in that thread, ready to fight for some randoms on the internet who were leading them on.\",\n",
       " 'In 1989-1990 Liverpool won the First Division and Leeds were promoted as champions from the second division. \\n\\nIn 2019-2020 Liverpool won the EPL and Leeds were promoted as champions from the Championship. \\n\\nIn 1991-1992, Leeds in their second year back in the top flight won the league, in 2021-2022 Leeds in their second year back in the top flight...',\n",
       " \"What are the odds of full capacity stadiums in major leagues for the next year? I don't follow the news closely but England is very close to being completely done with the vaccination AFAIK, at least till the new season begins. Germany and Spain also allowed some fans in limited capacity in last few games so there is some hope there as well. What are your thoughts?\",\n",
       " 'I kinda expect the French NT to put Coman and Dembele on the bench and use them as supersubs. They could be quite impressive as counter-attack players if France is already ahead \\n\\n Deschamps seems to opt for a 4-2-3-1/4-3-3 (like in the World Cup) but with Lemar or Rabiot as a left midfielder to balance the team.',\n",
       " 'Really want Celtic to fucking hurry up and do something. We need a whole new squad, a manager and a coaching staff. Can’t stop thinking about it.',\n",
       " 'Your country makes it to the World Cup final but loses \\n\\nOR\\n\\nYour country gets knocked out in the round of 16, but you beat a country of your choosing 10-0 in one of the group stage games\\n\\n?',\n",
       " 'Looking forward to Denmark - Germany U21 QFs tonight.\\n\\nI just hope the Copenhagen players dont play too well. We cannot have another summer where some diddy Bundesliga club raid us lol.',\n",
       " '[New stadium needed ASAP](https://www.soccerstats.com/homeaway.asp?league=italy)',\n",
       " \"I'm way too out of the loop with Laporte-City situation, is Laporte a good CB? And why did he not get partnered with Dias?\",\n",
       " \"We've sold 700 season tickets so far and our league doesn't kick off until late August. Absolutely crazy for a 7th tier non-league team, especially considering the amount of Newcastle and Sunderland casual fans we have in our fanbase. Would be shocked beyond belief if we don't finally go up this season.\",\n",
       " 'Portugal vs Italy tonight 🔥🔥\\n\\n\\nCan someone tag here the Italian Inter fan? Nicho something',\n",
       " '[Tion Wayne, the UK rapper who mentioned Maguire in one of his songs, is currently beefing with a FT account](https://twitter.com/mysticalmartial/status/1399302887138902019?s=21)',\n",
       " 'There is an Egyptian team called \"Coca Cola FC\". I think that\\'s hilarious.\\n\\nHopefully you people have an amazing week!',\n",
       " 'Its sad how much Celtic’s search for a manager consumes me',\n",
       " 'Aguero comes to Barcelona at least 7 years later than I wanted him to but even an ageing Aguero is a much better option up top than Braithwaite or Dembele',\n",
       " 'Which top-flight leagues in Europe are comparable to Championship, 2. Bundesliga and MLS in terms of quality? I know you dont watch them all but just your general feeling.\\n\\nChampionship = Eredivisie, Jupiler Pro League. \\n\\n2. Liga = Austrian Bundesliga, Danish league, SPFL, Swiss league. \\n\\nMLS = Probably the Romanian, Polish league.',\n",
       " 'It’ll all be just a scapegoat to beat Southgate with if we struggle to create chances.   \\nThis is his ‘Sven calling up Walcott’ moment.',\n",
       " 'Netherlands if you want to beat France U21 you should be starting Dilrosun',\n",
       " 'Does AWB have any chance to ever play for  England? People say he is bad going forward but Walker is too but he has a good chance of starting.',\n",
       " 'Going to be a wild summer of transfers I feel',\n",
       " 'Netherland destoyed france and italy in 2008 euro ( they were both finalists of 2006 wc) only to get outplayed by russia\\n\\nNetherland was big favourites with germany and spain',\n",
       " 'Haaland gaining 8kg muscles without lifting weights is impressive',\n",
       " 'Bobby Madders has just absolutely robbed Newport hasn’t he? Wow. A blatant penalty rejected in the first half for County and then he gives Morecambe a penalty that wasn’t even in the box..\\n\\nAlso it’s mad how much Lee Hendrie sounds like Dion Dublin..',\n",
       " 'Messi will win the Copa this summer. Then Argentina and Portugal will face off in the World Cup Final in 2022 to determine which of Messi or Ronaldo gets to complete their CV.',\n",
       " 'Should’ve gone to penalties but it can’t be denied Adams has done a phenomenal job for Morecambe to even be in this position in the first place.\\n\\nFylde poaching Bentley was a blessing in disguise.',\n",
       " 'Incredible that I recognize all of the names of the players in the France U21 starting line-up today except for the left-back. That team is stacked with young talent.',\n",
       " \"Why don't basketball players just pull themseleves up on their defending basket and sit on the hole for an hour while rotating shifts after gaining the lead. Getting tired? Just call a timeout and then chuck someone else in.\\n\\nI'm willing to sit on my ass for 30 minutes each game for 1m a year.\",\n",
       " 'Suarez scored 16 goals in 28 games in La Liga for Barca last season. Do you think Aguero will score more than him? How many goals do you think Aguero is going to score?',\n",
       " 'Dutch U21 is holding their own quite well',\n",
       " 'Has there ever been an England player left out of the squad with the same amount of discussion as TAA? Only thing I can think of is Walcott that one time.',\n",
       " 'til fernandes is pronounced \"fernansh\" not \"fernandez\" and ruben is portugese version of \"robin\"',\n",
       " 'lucas moura should have started the cl final',\n",
       " 'Even in a poor season (with the exception of the last third) Reus pulled 11 goals and 14 assists in all comps while also playing deeper and more defensive. \\n\\nFußballgott',\n",
       " 'Erwin van de Looi is such a trash coach lol, I can’t imagine how shit that Ripoli guy is if he lost to Big Erwin',\n",
       " \"So what's the deal with Spurs fans still believing that Ten Hag is an option for them? I see them say that Ajax just excercised an extension, but from what I have read it seems like he agreed to extend and wants to stay there\",\n",
       " \"With the whole Osaka incident going on right now, has a prominent football player or coach ever refused to do interviews with the media? Can't think of any currently.\",\n",
       " 'Do United fans genuinely call evra ‘uncle Pat’ or is it some sort of sick joke?',\n",
       " 'Carlo is not as good as he used to be but i still want to see him at Madrid once again',\n",
       " 'Predictions for the 7 who will unfortunately miss out:\\n\\nRamsdale, TAA, Godfrey, White, Ward-Prowse, Saka, Greenwood',\n",
       " '>Frank de Boer will not allow Gini Wijnaldum to complete his medical with Barcelona until after the Euros.  \\n>  \\n>He has told all players that there focus must now be on the European Championships and not transfers.\\n\\nWhat do you think of this?',\n",
       " \"French people/ Utd fans, what do you think about Hannibal Mejbri. He has recently decided to play for Tunisia and was presented yesterday and they're doing all these videos and commercials about a kid who played like 30 minutes in the PL. I know he's probably the most talented guy to play for our NT, but how good is he exactly ? Do you see him being in and out of the Utd squad next year ? Would he have a place in the french NT in a couple of years had he chose to represent France ?\",\n",
       " 'Portugal just scored a very Aguero-esque goal. Are they the favourites for Euros U-21?',\n",
       " 'Dany Mota plays incredibly well for the u21 but has 6 goals in 32 serie B games lmfao',\n",
       " 'Racing v Boca penalties, I bet either keeper does better than De Gea did *edit Tevez put it over lmao',\n",
       " \"Ancelotti to Madrid is madness. The man has been past it for years now. With Bayern there were some doubts, with Napoli there were concerns but with Everton it's clear as day methinks\",\n",
       " 'Who on earth is Faivre btw? He was quite bad after coming on.',\n",
       " \"Cillessen  \\nVeltman - de Vrij - de Ligt - Wijndal  \\nKlaassen - Koopmeiners - de Jong  \\nBerghuis - Weghorst - Depay\\n\\nIf de Boer doesn't play this exact lineup at the Euros I'm going to his house\",\n",
       " 'Germany U21 bout to be knocked out too, Ooh baby',\n",
       " 'I would like Everton to do the Ancelotti to Zidane pathway ( though i hope we skip FSW)',\n",
       " 'Walker sometimes misplaces the ball with his first touch just so he can get into a sprint contest with the opposition. \\n\\nHe might be the only creature in the world that doesnt deaccelerate as long as a ball is ahead of him.',\n",
       " 'Brazil now set to host Copa America. Good move CONMEBOL definitely no covid there or anything',\n",
       " 'These 2 U21 games are nuts',\n",
       " 'foda-se itália primeira liga é suprema',\n",
       " 'Who the fuck is Dany Mota',\n",
       " \"Brazil hosting back to back copa america is crazy\\n\\nIn addition, it's not as if Brazil is doing better than Argentina when it comes to controlling COVID in the country.\\n\\n\\nthis Copa is now Brazil's to lose.  At least neymar can get his first copa\",\n",
       " 'Getting Ancelotti means grandpa Modric is playing every game next season 💀💀',\n",
       " \"Do you think they'll put in the casino scene in the Jamie Vardy movie?\",\n",
       " \"Lowkey feels like if Kane moves he'll somehow have the same fate as those players who become constantly injured or suddenly become shit after making the big money move. So, I don't think he should take a risk and should just stay at Spurs.  \\n\\nNot biased or anything\",\n",
       " 'What some football skills that translate well to other sports? \\n\\nI play very little basketball, and Im dog shit at getting ball in hoop, but I picked up the passing and the team movement pretty quickly. And despite dribbling awkwardly with one hand, Im alright at getting past people with body feints.',\n",
       " 'With all these managers moving around like musical chairs there’s no doubt someone’s going to take Steve Cooper. £5m buyout apparently. Feelsbadman',\n",
       " 'Wonder if Torres was about to take the 5th Atletico penalty in the 2016 final.',\n",
       " 'Which managers do you think Real Madrid and Spurs will realistically get?',\n",
       " 'Fyi, Anfang to Werder might not be off. The Kicker reporter who broke the story is a Darmstadt fan (leads a blog too) and Deichstube are saying that a deal is still very much possible. In addition, they allegedly want 1 million for him (who only has one more year on his contract anyway). If true, I hope we get out of there immediately because that is a ridiculous valuation. I know it\\'s easy to say \"Baumann bad\" but this really isn\\'t his fault',\n",
       " '!flair :Borussia\\\\_Dortmund:',\n",
       " 'AWB - Walker - Ayling\\n\\nTAA - Trippier - Shaw - Chillwell - Cresswell \\n\\nSaka - Young\\n\\ndecent outfield side imo\\n\\nedit: just realised I’ve left out reece james, I’d probably put him up front over young',\n",
       " 'Thank you Chelsea Football Club for saving us from this reality https://youtu.be/tn6fNYwtGc4',\n",
       " 'Since the international seasono started and everyone switched to country flairs, I have to say I am pleasantly surprised by the amount of Swedes here. Many of them had PL/Big club flairs and also spoke perfect English so I thought they were English/American',\n",
       " 'WTF I LEFT AT 0-1 FRANCE FOR MY OWN FOOTBALL TRAINING AND CAME BACK AND WATCHED THE REST I LOVE FOOTBALL',\n",
       " \"At the risk of sounding like a football hipster, I couldn't care less about European football. But international football summers are simply glorious, there's nothing like watching fans around the world support their countries in continental competitions. \\n\\nMy best memories of r/soccer was in summer 2016 when you could choose your country's flag as a flair and they were faded if your team was eliminated from the competition. I truly hope the mods bring that back this summer.\",\n",
       " 'Rhys Williams of all people just liked [this on Instagram ](https://www.instagram.com/p/CPjVnhvlNwR/?utm_medium=copy_link) ahahahaha',\n",
       " 'Interesting that 2021 and 2012 are the last two times where the CL winner wasn’t a team you’d have called a contender at the start of the season. Everyone else since then has a legit claim to be the best team itw on that year, or at least top 2',\n",
       " 'People said Man United bottled the Europa league. But really Villarreal’s starting XI is underrated. Players like Albiol Pau Pedraza Parejo Trigueros and Gerard would start for most teams',\n",
       " 'so disgusting to hear about Abramovich being ready to spent another 200m this summer after spending 250m last year. Fuck him and fuck that club',\n",
       " 'So after Saturday, do you now see Chelsea as the 3rd biggest club in England or is that still Arsenal?',\n",
       " 'Turkey and Denmark are everyone\\'s \"surprise\" teams on this EURO... which means they aren\\'t potential surprise teams anymore',\n",
       " 'It’s gonna be funny when Chelsea fans share our fume when Trippier starts every game over Reece',\n",
       " \"The one time CONMEBOL wouldn't be murdered for taking American paychecks they decide to host the copa in Brazil. What in the actual fuck\",\n",
       " 'With the way he’s been hyped up, it’s only a matter of time before there will be a massive counterjerk against Reece James',\n",
       " \"The Spanish press are vile. Look at their reaction to Zidane's open letter.\",\n",
       " 'English fans crying about Trent not being included in their team is simply a pre excuse. I assure you Trent isn’t the difference between you winning or coming up short.',\n",
       " 'I swear football nowadays is just transfer drama with some matches on the side',\n",
       " 'There are too many teams in the Euro. It needs to go back to 16.',\n",
       " \"Some people thought I was trolling with my Perez agenda, this man has ruined our team. He's been living off Mbappé rumors for about 4 years and he's yet to approach PSG with an offer. Get this grandpa our of here man\",\n",
       " 'the club over country gang gets mad at Southgate part 571',\n",
       " \"/r/Everton fans don't want Sterling & claim he's not capable of scoring 20+ goals in a season anymore despite literally doing in 3 consecutive seasons prior last season. Lmao. Apparently I was in the wrong for saying he'd never go there.\",\n",
       " 'Zidane gets disrespected a lot on this subreddit someone was unironically saying that Tuchel is better than Zidane. \\n\\nNo other manager has even come close to what he has achieved 3 CLs in a row is a feat is one of the most incredible feats in football history. \\n\\nNot only that when he came back for his second stint Madrid was in shambles he reorganised the squad and led them to a La Liga title. In his second season he led his team to second in the table and a CL Semi final with 60 plus injuries.',\n",
       " 'the amount of playtime south american national teams get when you compare them to european ones is so stupid. if the copa america doesn’t happen this year, we (argentina) will have played together about 3 times in the past 2 years. or at least, that’s what it feels like.',\n",
       " 'if City somehow gets Kane and Grealish it wil be huh..interesting to say the least',\n",
       " 'I\\'ve seen far too many photoshops of VVD and Konate saying \"imagine this partnership\". 99% of football fans haven\\'t seen him play enough to rate him why are we pretending most people even know who he is',\n",
       " 'FFS the entire DD atm is Trent Alexander-Arnold news ... how much can this possibly be discussed? Can we open a mega thread or something?',\n",
       " 'Andreas Christensen and Mason Mount are the first players to win the UEFA Youth League and UEFA Champions League. \\n\\nWow, would have expected more to have won both.',\n",
       " \"Hey all, I'll be creating a competition based on Euro2020 for you all to participate in. It is inspired from a similar thing I took participated in for the Indian Premier League earlier on this year and I'll be trying to make a similar thing for Euros. The basic idea will have everyone sign up via their reddit usernames, select their predicted competition winners, predict a few parameters like top scorers, most clean-sheets etc. and subsequently predict game-wise results. Points will be awarded on a daily basis as per the results predictions for the day and bonus points will be added on right at the end of the competition. Points tally will be updated on a daily basis (I hope). I'll be sharing the exact details in the coming few days.\\n\\nAll the details/rules/updates/points table etc. regarding the same would be shared on r/EurosLeague2020 so please make sure to join (or is it subscribe to?) the community.\\n\\nI hope I'm able to pull it off and I'll really appreciate any suggestions/tips along the way because this is literally my first time creating a subreddit and with the size of r/soccer and the football fanbase in general, I sure as fuck can expect a lot of responses if I can make the thing appealing and fun enough.\\n\\nThanks.\",\n",
       " 'Rumours Liverpool have bid 32 million for Raphinha, can’t even buy his right leg for that. Similar to Grealish & Zaha in it should take silly fuck off money to even consider it. \\n\\nForgot how daft silly season was with all the bollocks rumours, bring on the euros.',\n",
       " 'Do you reckon Pep has preferred himself being seen as a tactical genius over the team winning on a few occasions now?\\n\\nAlways going for some mad, first time ever tactic rather than sticking with what’s worked is just madness',\n",
       " 'Remember United and Liverpool fans debating Awb and Trent. Glad both aren’t going to euros',\n",
       " 'murray has retired. a sad day for brighton, and therefore the world',\n",
       " 'England will go out in the Ro16 and this whole sub bar the English of course will have a collective orgasm',\n",
       " 'Fabrizio Romano comments section is just a gathering of fatherless children',\n",
       " 'Who’s strongest:\\n\\nEmery in the Europa League vs Wenger in the FA Cup vs Pep in the League Cup',\n",
       " 'Premier league badge/patch before the round version was so much better.',\n",
       " 'How much will Everton spend in the summer transfer window this time only to miss out on European football?',\n",
       " '!Flair :TSV_1860_Munich:',\n",
       " \"[This take](https://twitter.com/Trevornoah/status/1398746927039234060) from Trevor Noah is the most lukewarm thing I've ever seen. Acting like Kante doesn't get credit because he isn't a goalscorer is so dumb. I mean it's Trevor Noah so it's not like anyone cares about what he says but I've definitely seen the sentiment elsewhere. He's genuinely and deservedly one of the most acclaimed footballers of his generation.\",\n",
       " \"Antonio Costa (PM) said 80% of the Chelsea and Man City were in a bubble in Porto. After seeing those images, there's no way I believe that.\\n\\nAlso the Police came out and said the fans weren't in a bubble, the Police wasn't trying to ensure the fans were following the DGS recommendations and all the Police did was to prevent violence and keep everyone safe in that regard.\\n\\nWhat a shitshow\",\n",
       " 'Is Pedrerol a Madrid supporter? Always seems to suck the club off in any controversy.',\n",
       " \"> There's even worry of a need for a center forward. With Lacazette and Nketiah's deals running out next year its either sell both and buy a CF or many other scenarios. However, with Martinelli and Balogun at the club, that could be trickier than expected.\\n\\nArsenal should just get an accomplished striker like Belotti, who could be sold in 3 years again if any of the two became good enough to start.\",\n",
       " '[deleted]',\n",
       " \"Who's the better player between Coman and Dembele\",\n",
       " '[deleted]',\n",
       " 'I don’t really want Anfang but it is what it is. All of the “Ein neuer Anfang” headlines will get annoying fast though',\n",
       " 'I’m probably going mad but raúl doesn’t seem like a bad option.',\n",
       " 'while away goals do make games more exciting, its always tilted me a bit that something that has literally nothing to do with who the best teams are plays such a big factor in determining the winner of the most important club competition. even if it lead to some more boring games its a good change imo.',\n",
       " \"Still haven't digested Glenn Murray's retirement. Always thought he'd give us one of those season's again where he'd come off the bench but he just lost his legs sadly. What a great legend for us\",\n",
       " 'https://imgur.com/gallery/FimORbG',\n",
       " 'Zizou seems like a person who puts a lot of trust in people/players but also expects them to give it back at some point\\n\\nHe said \"When Hazard is fit, he\\'s going to play like a motherfucker\", always tried to be positive about/towards him, and then he put all his trust into him to start in the Chelsea match, and he returned it with yet another disappointing performance\\n\\nAnd then he benched him for the remaining Liga matches for an exhausted Vini',\n",
       " 'Just watched the 2015 Asian Cup final. Now to listen to every podcast with Ange Postecoglou ever. Days like these 😎',\n",
       " \"Kante is a decent player and all. But he'll never be cooler than Tom Davies\",\n",
       " 'Was Florent Malouda an inconsistent left wing player  with not many goals?',\n",
       " \"how good are Argentina these days? who's their starting XI and what are their chances in the upcoming Copa America?\",\n",
       " 'So I’ve been thinking, with the Euros, Copa America and WC next season, is it inevitable that we’re gonna see a few upsets? I imagine the top players will be pretty tired from barely any summer or winter break. Players from the weaker teams will have much more rest and sharpness. Just a thought I had.',\n",
       " 'Copa America will be hosted in Brazil',\n",
       " \"So not only a new ugly badge but we're also leaving Nike after 26 years. \\n\\nI'm excited and scared for next season's kits.\",\n",
       " 'Kane for Kante or Kante for Kane?',\n",
       " \"_If_ Kun manages to stay fit for at least 75% of the season we've got a fucking bargain alright.\",\n",
       " \"Was Griezmann's goal against Bayern in 2016 offside?\",\n",
       " \"And you can't defend your block, Maguire.\",\n",
       " '!flair :Switzerland:',\n",
       " 'How do you say “it’s coming home” in Scottish',\n",
       " \"What's all this nonsense about trent and England fullback?\",\n",
       " 'French u21 nt could easily compete in Euros.',\n",
       " 'Morecambe heading up',\n",
       " 'What is the best European league that you think MLS team could realistically win',\n",
       " \"Seems like France have their very own Boothroyd in Ripoli. They're being massively outplayed.\",\n",
       " \"I'm hearing 23 year old Aouar was the worst player on the pitch in an U21 game. For those watching, has he actually been that bad?\\n\\nWe nearly signed this guy for £55mn. He's had a shit season in Ligue 1 too.\",\n",
       " \"How are Arsenal not facing really serious financial difficulties at the moment? \\n\\n\\nBy the start of next season they won't have had fans in the ground for 18 months. Which accounts for about 25% of their revenue. Higher than maybe any club in the world. \\n\\n\\nThey've got no European football at all. Their wage bill is not at the levels of the CL clubs, but it's not a million miles away. \\n\\n\\nThey've paid enormous fees for players like Pepe that have been spread out over a number of years and will be eating into future revenue. According to Keiran Maguire they owe more money in outstanding/spread out fees than any other PL club (154m). \\n\\n\\nAre they just amassing debt or what?\",\n",
       " 'Amazed that this is upvoted on their own club sub. Fair play\\n\\nhttps://www.reddit.com/r/fcbayern/comments/nozjra/state_of_this_sub_sore_losers_without_even_being/',\n",
       " 'Remember when Zidane headbutted Mark Mattresses? Good times',\n",
       " 'France had one job. One job. And they ruined it.',\n",
       " 'Those u21 games are great to watch before the EC. Really hyped',\n",
       " 'portugese lads thoughts on fernando santos?',\n",
       " 'Wow,we beat France.',\n",
       " 'If one day, your club completely swapped players and staff with a random other club in the league, would you still support your club with a completely new set of people, or would you support the random club that now has all your old players and staff.',\n",
       " 'Dany 🏍️!!!!',\n",
       " 'Dany Mota just scored a bicycle kick',\n",
       " 'Just checking my flair',\n",
       " '[deleted]',\n",
       " \"We're considering Ancelotti\\n\\n[Run it back ](https://youtu.be/YtBg4NnBI6E)\",\n",
       " \"Im just waking up from a nap, what's with Carlo to Madrid? Wtf\",\n",
       " 'Predict how your starting XI will look at the start of next season\\n\\nter Stegen\\n\\nEmerson - Araújo - Lenglet - Alba\\n\\nde Jong - Busquets - Wijnaldum\\n\\nMessi - Agüero - Griezmann',\n",
       " \"This Florentino Perez man smh... What can we do about him. Noone in Madrid just can't beat this guy..\",\n",
       " 'our summer signings are looking to be scherpen (5th choice keeper), tavares (terrible player according my benfica brothers), and simy (ok player but is 29) \\n\\nrelegation here we come 👊',\n",
       " 'Surely the DEFENSIVE MVP OF THE SERIE A will start on Thursday Vs Chile right?',\n",
       " \"the carabao cup doesn't count as part of a treble, right?\",\n",
       " 'The tugas to take it home!',\n",
       " 'The kids are playing some crazy games, huh',\n",
       " \"Kane's transfer rumours/drama will be main attraction of this transfer window imo whether he leaves or not will be different case but surely its gonna be big talking point.\\n\\nOther than that Sancho to United may be but that's it I don't see that many big names moving.\",\n",
       " 'What happened with the ABBA format of penalties? Seems like they came to the conclusion ABAB was better. Anyone remember that? Was it the Confederations Cup?',\n",
       " '!flair :England:',\n",
       " 'Looking at some of the nonsense PR inclusions in that “Squad of the CL” thing, it’s funny to me that people really use these kind of accolades in player vs player arguments.',\n",
       " 'How does Mbappes time at PSG compare to Zlatans',\n",
       " \"Does anyone know the name of the website with an archive of past matches. I can't seem to remember the name.\",\n",
       " 'is juan foyth from a british family?',\n",
       " '[deleted]',\n",
       " 'Agree or disagree: [the French U21 squad would get a CL spot in the Premier League](https://www.reddit.com/r/soccer/comments/np95gh/netherlands_u21_21_france_u21_myron_boadu_903/h041kdg/?utm_source=share&utm_medium=ios_app&utm_name=iossmf&context=3).\\n\\nFucking hell, you think the morons in this thread are bad.',\n",
       " 'I still can’t believe that Madrid fans want the super league. They want to fuck up football just so they don’t go broke man what cunts',\n",
       " 'Predictions for next season:\\n\\nMan City runs away with it.\\n\\nChelsea will be in a title race until mid season when they fall off a bit and finish 3rd.\\n\\nLiverpool will finish 2nd with like a 10 point difference from City.\\n\\nSpurs with the departure of Kane will be mid table, Ryan Mason goes and Spurs will finally win a trophy in the conference league. \\n\\nArsenal will not be relegated.\\n\\nLeicester will be challenging for top 4 but will be 5th again with a deep Europa League run.\\n\\nUnited will finish 4th.\\n\\nPalace, Watford and Brentford goes down\\n\\nSalah top goalscorer with Kane second\\n\\nKDB top assister with Bruno not far behind\\n\\nEd Mendy will have the most clean sheets\\n\\nBreakout player will be gilmour',\n",
       " 'Is there anything more noncey than supporting another country bar your own in the Euro’s?',\n",
       " 'Is this up there with being the worst post on a club’s subreddit? https://np.reddit.com/r/MCFC/comments/f4rcek/be_ready_uefa/?utm_source=share&utm_medium=ios_app&utm_name=iossmf',\n",
       " 'Black out kits are boring and tacky btw no idea why people go mad for them',\n",
       " 'Wait do the English actually not care about Scotland at all or is it just posturing?',\n",
       " \"Losing a CL Final fucking sucks. I feel a bit better now. I'll just forget about Man City for the next month and focus on the Euros. Can't wait for England to dissapoint me as well.\",\n",
       " 'Would be funny to see Southgate make the tough decision and not bring TAA only to start Sterling every game',\n",
       " 'Not gonna lie, i am/was fully against the signing of Kun, because of age and everything but seeing him in our kit, officially, it is kind of exciting.\\n\\nTransfer hype i guess.',\n",
       " 'The amount of quality players Chelsea churn out of their academy is impressive, but not that surprising when you think about it. Their facilities are arguably the best in the country (probably level with City), and far better than their local rivals, and due to their youth setup being so renowned now, their catchment area probably covers most of the South of England, with Portsmouth lad Mason Mount as an example of this. In contrast, in the North, Liverpool, United and City are all competing with each other for young players to join their academies.',\n",
       " \"There's not caring about at all whether people like you, and then there's portugal\",\n",
       " 'Inter Milan robbed Liverpool in the 1965 european cup semi final. Juventus in 1973 to Cloughs Derby in the semi as well. Same chap reffing. Dundee United vs Roma in 1984 as well.',\n",
       " 'Hey i am 16! Was Hibernian FC already a famous team before we won the Scottish Cup in 2016? If i said \"Hibernian FC\" to you in 2015, would you know what i am talking about?\\r  \\n\\r  \\nSince the last Scottish Cup we won was in 1902 so people may have forgotten that',\n",
       " \"We want a manager with experience but discard Conte, it's clear that this club doesn't want any manager to be in charge of the transfers. They just want a yes man\",\n",
       " 'Anyone have a clip of Tuchel geeing up the fans in the final? I love when coaches do that.',\n",
       " 'Does Zidane speak English? \\n\\nIf he comes to England which club you fancy him takling over...?',\n",
       " \"Chelsea's only chance of mounting a title challenge next season hinges on signing Lukaku\\n\\nThey cannot approach a 90 point finish with Werner et al\",\n",
       " 'all this discourse on england’s right back wouldn’t be happening if lamptey were fit, as he’d be the definitive starter 👍',\n",
       " 'Fair representation of the best teams in the world since 2010?\\n\\n2010 - Inter \\n\\n2011 - Barcelona\\n\\n2012 - Real Madrid\\n\\n2013 - Bayern\\n\\n2014 - Atletico\\n\\n2015 - Barcelona\\n\\n2016 - Barcelona\\n\\n2017 - Madrid\\n\\n2018 - Manchester City\\n\\n2019 - Liverpool \\n\\n2020 - Bayern\\n\\n2021 - Bayern',\n",
       " 'Anyone else baffled at all these armchairs thinking they understand football better than Pep?',\n",
       " \"> 'If Trent was a London boy playing for Arsenal he’d get in. He wouldn’t need anywhere close to the resume either.'\\n\\nhahahahaha\",\n",
       " 'why do female footballers tend to move around clubs so much?',\n",
       " \"I'm not saying he should be left out but Trent is perfect for how Liverpool play and its difficult to translate his unique role in the Liverpool team to other teams\",\n",
       " '**Southgate:** *leaves TAA out of Euro squad*\\n\\n**Trent fans on Reddit:** https://i.imgur.com/FlVicXk.gif',\n",
       " \"France U21's starting lineup against Netherlands U21's today:\\n\\nMeslier\\n\\nDagba-Upamecano-Konate-Maouassa\\n\\nTchouemani-Soumary\\n\\nDiaby-Aouar-Ikone\\n\\nEdouard\\n\\nHonestly how is this fair, this team would easily finish in the top half of every top 5 league\",\n",
       " \"I've never really rated Southgate but if the man really drops Trent, then I'd back him solely for the shit storm he'll cause 👍🏻\",\n",
       " 'Igor Stimac muss jao',\n",
       " 'Fascinating how FC Barcelona, one of the biggest clubs in the world, have put themselves in the position where their only possible signings is out-of-contract players.',\n",
       " 'HAHAHAHAHAHAHAHAHA FRANCE JUST LOST TO THE NETHERLANDS HHAHAHAHAHA',\n",
       " 'Imagine making a goodbye post on a football forum cuz someone riled you up. The state',\n",
       " 'I think it would be impossible to quantify the hate on ramos if he decides to play for man utd.',\n",
       " 'Who is your favourite \"One tournament wonder\" player from previous Euros?',\n",
       " \"So, England, as you have a few RBs there and you're not taking them all to the Euros you could surely loan us one or two of them out so we can play Kimmich in midfield while not having to play Klostermann as RB. Would be a magnificent gesture by you, thanks in advance :)\",\n",
       " 'I’m tired of all the top 6 bandwagoners who overrate brentford so much. The amount of stupid predictions I’ve seen regarding them is mind numbing especially considering all of them somehow think brentford will finish far above Norwich and watford despite finishing below them. I’ve also seen a lot of people say toney will win the golden boot',\n",
       " \"Willy Caballero City legend has more UCL's than Aguero\",\n",
       " 'Gareth Southgate said Scouse Not English.',\n",
       " '!flair :England:',\n",
       " 'Dead funny when people rage over the third choice right back, goalie and striker like they’ll ever play',\n",
       " \"Why are tennis fans so outraged over a player not giving an interview? \\n\\nAt least football fans don't demand the same\",\n",
       " 'Chelsea winning the CL the season before and after Hazard leaves',\n",
       " 'People say that Italy is the home of defending, while Bundesliga defense is leaky\\n\\n\\nYet serie a has more goals per game than bundesliga\\n\\nExplain to me..',\n",
       " 'It would be hilarious if the sources were wrong after all this and Trent is called up tomorrow',\n",
       " 'Chelsea fans, stop being cringe. Neutrals stopped caring after the final whistle and probably even before that.',\n",
       " \"Why do Leicester fans seem to hate Chilwell for what was a pretty straightforward transfer where he didn't kick too much of a fuss but Mahrez gets a total pass even though he said Leicester robbed him of 2 years at the top level?\",\n",
       " 'People saying that Lukaku, kane will win the golden boot at the euros watch Cristiano run away with it.',\n",
       " 'AssedUp is cranking up the number of shit takes per day',\n",
       " \"hot take: Giroud isn't really that handsome\",\n",
       " 'Liverpool’s sub want England to fail just because Trent didn’t get picked lmao. They just aren’t English are they lmfaooo',\n",
       " \"Seeing Chelsea fans go on about how people who aren't fans of the club should find all the players on their team likable is pretty funny when they have a yank on their team who liked an Instagram post calling for shooting leftists\",\n",
       " 'What’s your predictions for Euro 2020? For me:\\n\\n\\n> France to win it in the final against Portugal. Belgium 3rd. Denmark 4th.\\n\\n> Scotland to make the quarters (squeeze into 2nd on goal difference in group, beat Sweden R16)\\n\\n> England to crash out of R16 to eventual finalists Portugal\\n\\n> Germany to crash out the groups (Austria being the other 3rd placed team to be knocked out)\\n\\n\\nPredicted every game with my mates last night for something to do if anyone wonders where these predictions come from',\n",
       " 'Apparently Greenwood is missing out as well I’ve just read? Think he should defo be going after his last few months, offers something very different to most of the players who can play wide in the squad. A player I’d very much want coming on if we needed a goal.',\n",
       " \"People arguing over who should get in at rb when at the end of the day it doesn't really matter. They aren't winning it no matter who starts there.\",\n",
       " 'https://twitter.com/johancruyff/status/1398556839189659650?s=21 de beste',\n",
       " 'I love being a fan of CONMEBOL.\\n\\nCONCACAF, UEFA, OFC, AFC,CAF, and FIFA  in the mud.\\n\\nNone of them can compete with the greatness of CONMEBOL',\n",
       " 'since 2012, Chelsea has won 2 UCLs and 1 Europa league titles.\\n\\nand somewhere in North london, there is zero fucking urgency, no shame, no purpose, no ambition, just pay PR agents to white wash Arteta and feed their bullshit to Arsenal fans.\\n\\nfucking hate the ambition of this club, hate, hate , hate everything related to this club in terms of ambition..',\n",
       " 'mild take\\n\\nwe gonna go back to having the top four in the prem with manchester x2 chelsea and liverpool. i think probably for the next few years i can’t really see anyone else finishing inside the champions league spots, it’s going to be like the 00’s again in the CL. tottenham would take an awful lot to go right to get back to where they were even a couple years ago let alone push on and don’t talk to me about arsenal (i truly think leeds have w better chance.) leicester are the new newcastle who flirted with it but just can’t get over the line consistently (but have done really well to do what they have the last few years.)',\n",
       " 'Raheem Sterling. Nation on his back at the Euros. Carries us out the group. Flies back to England after winning us the trophy. Signs on the dotted line for Arteta’s sensational Arsenal side. Number 10 on his back. Front three with Aubameyang and Pepe. Scores goals. Wins us number 15. Top four. Champions League nights at the carpet. Quarters. Season after, we win it. \\n\\nRaheem Sterling. City, Arsenal, England legend.',\n",
       " 'Tottenham is the most annoying club in the world.',\n",
       " \"Southgate is making the right call if he drops Trent. Can't trust a man who wants to shag to random pregnant women\",\n",
       " 'Which is the best club in Europe right now in your opinion? As in which club would you predict to win against any other club?',\n",
       " 'No club has left the ESL as they would allegedly have to pay 300 mil to get out. Cant wait for the next edition of apology videos from club owners.',\n",
       " \"Super League clubs applying for an UEFA license for next season's CL while saying they're still going ahead with the super league is massively tinpot\",\n",
       " \"What's your Euro top scorer prediction? Mine's Lukaku.\",\n",
       " 'Can I ~~steal~~ colonize the Fat Frank meme for our own Frank instead so I can make a funny distraction when we lose to Switzerland in the semi finals on penalties',\n",
       " 'Is Azpilicueta a Chelsea legend in the same breath as Lampard and Terry and that ilk? 9 seasons, 450+ appearances, won it all and champions league winning captain.',\n",
       " \"If Southgate was waiting for after the CL final to make a call on RB then James and Walker certainly made a good showing. I rate Trent very highly, the only argument I dont see is that he is the best RWB, saying he hasn't played that position and when he did for England he wasn't great. He is the best RB option imo, but in Southgate's opinion he isn't the best fit.\",\n",
       " \"> France U21s vs The Netherlands U21 XI: Meslier - Dagba, Upamecano, Konaté, Maouassa - Soumaré, Tchouaméni - Aouar, Ikoné, Diaby - Édouard.\\n\\n> Netherlands U21 XI v France: Bijlow, Teze, Malacia, Schuurs, Botman, Harroui, Kadioglu, De Wit, Stengs, Kluivert, Boadu\\n\\nKick off is in an hour if you're interested. Sky Sports are livestreaming it on YouTube.\",\n",
       " 'Id have taken Trent but I feel fuzzy inside thinking of how many people are upset at that decision',\n",
       " 'If Pep stays at MC for next 10 years how many league titles would they win? I can see at least 7.',\n",
       " 'Barca signed aguero but did you know Barca sold an aging Suarez to buy another aging striker? Just ignore the wages plz.',\n",
       " \"[https://twitter.com/theMadridZone/status/1399344774113546241?s=20](https://twitter.com/theMadridZone/status/1399344774113546241?s=20)\\n\\nYou've got all these well thought out, unique signatures and then our non-executive director with a solid \\n\\n***^(tim lewis)***\",\n",
       " 'Still no idea why Poch would like to leave us',\n",
       " 'Davina McCall guessing John Fashanu on The Masked Dancer as if he wouldn’t have nutted Jonathan Ross and called Joel Dummett a homophobic slur by now.',\n",
       " 'If Barcelona sack Koeman, they should sign Zidane. Imagine the scenes',\n",
       " 'England squad discussion is just full of bitter comments from all sides, nothing else like it.',\n",
       " \"Here are the highlights for today's semifinals of the Copa de la Liga, I think they're great because they're without commentary so you can hear what the players are saying, very cool IMO.\\n\\n[Racing-Boca 0-0 (4-2p)](https://www.youtube.com/watch?v=UwCVirpGaAw)\\n\\n[Colón-Independiente 2-0](https://www.youtube.com/watch?v=FKKheHMa_jA)\",\n",
       " 'Will the next euro be in 2025 instead of 2024?',\n",
       " 'What happened to Tammy Abraham at Chelsea? Does he not get chances at all?',\n",
       " '!flair :Germany:',\n",
       " 'Anyone has any fun sweepstake kit for the Euros. Doing one with my friends and cousins as we always do. Would like to spice it up this time around',\n",
       " 'Any Red Bull Salzburg or Austrian Football fans in here can tell me anything about Cican Stankovic?',\n",
       " '[deleted]',\n",
       " '[Zidane is never coming back](https://youtu.be/yhcW5x0Lj8w&t=3m1s)',\n",
       " 'Currently watching Ange Postecoglou’s 2015 Asian Cup final masterclass. A little annoyed I could only find Chinese commentary though',\n",
       " 'how does one go about to watch the u-21 euro tournaments today?',\n",
       " 'Will Aguero’s super low key lifestyle be like that in Barca? Or will it be massively different in terms of press/going about daily life?',\n",
       " 'World class or not world class?\\n\\nBruno Fernandes\\n\\nIlkay Gundogan \\n\\nHeung-min Son\\n\\nSadio Mane\\n\\nAndy Robertson\\n\\nThiago Alcantara\\n\\nAymeric Laporte',\n",
       " 'Are there any Euro 2020 prediction websites like [this](https://www.kicker.de/europameisterschaft/tabellenrechner) (which allow you to put in the results of each group game rather than just picking the winner/ 2nd/ 3rd etc) that also allow you to save/ share your results?',\n",
       " \"Fred Hermel was right. He really is a T1 source regarding Zidane. He said he would leave a month ago because he felt like the board didn't want him to stay anyway.\",\n",
       " 'So where could Sterling, Mendy and Mahrez go If they were sold?',\n",
       " \"Is there a Godwin's law equivalent for xG? I swear some of these people have xG xP xA handy for any team/player being discussed ffs.\",\n",
       " 'What are U21 games are people watching today?',\n",
       " 'When is the 26 man England squad coming out?',\n",
       " \">Stoke 'waiting' on United offer for Nathan Collins #mufc\\n\\nFrom Varane to Collins..\",\n",
       " \"Do I qualify as a bald fraud if I don't bald naturally but just shave my head sometimes\",\n",
       " 'Which wingbacks would Chelsea be interested in this summer? And which do you think they should go for? \\n\\nThat Tuchel article says he wants Traore for RWB, which I think would be a smart signing',\n",
       " \"4/6 3rd place teams in the groups advancing at the Euros doesn't really lend itself to decent games.\\n\\nEuro 2016 only averaged 2.12 goals per game, whereas the last two World Cup's averaged nearly 2.7 goals per game. Some of that might be because there is a greater variation in team quality at a World Cup - in the world rankings just before the World Cup started, Saudi Arabia and Panama were lower than any team in the Euros this summer currently are and that was reflected in Russia, Belgium and England putting 5+ goals past them.\\n\\nAnd that's not even bringing up how France, Portugal and Germany managed to end up in the same group. I know it was based on their qualifying performance and some teams being host nations complicated it, but they would've all been top 10 in the world at the time of the draw. \\n\\nMight as well just say fuck it and have 32 teams in the Euros as they'll never reduce it down to 16 again.\",\n",
       " 'Gracies Manchester',\n",
       " 'Anfang it is. Hopefully it works out',\n",
       " 'How will Germany line up in Euros ?\\n\\n    Sane-Volland-Gnabry\\n\\n\\n     Kroos-Muller-Kimmich \\n\\n\\n Gosens-Rudiger-Hummels-kolestermann\\n\\n\\n\\nHavertz can also play in a sort of false 9 role. I personally am against Werner starting because he misses too many chances.',\n",
       " 'Aguero is confirmed',\n",
       " 'Where did this myth that Messi and Aguero have some kind of special chemistry come from? They play awfully together 90% of the time. Can you imagine the lack of movement and pace in a starting lineup of Messi, Aguero, and Griezmann?\\n\\nAll of the rumored transfers outside of Gini are bad if i’m being honest',\n",
       " 'How many La Liga games is Aguero fit and healthy to start next season',\n",
       " \"What's the earliest and latest you think the Copa america games will be on in the USA central time? Was happy it was going to be in Argentina since the earliest games were on at 4PM my time\",\n",
       " 'Amazing how Barto and Perez share same dna of attacking individuals inside club through press.\\n\\nScums inside outlets in Spain who probably are on payroll by you know who, should be banned from talking football. \\n\\nThese shitbags write, harass anyone , put things in motion which should not be.\\n\\nFew ones are good I say, still waiting what Tomas Roncero from AS thinks tho.....',\n",
       " 'Arsenal and Tottenham: Would you hire Lampard if that meant winning PL?',\n",
       " 'Anyone know where Zidane sent out the open letter ? Specific platform? Socials ?',\n",
       " \"How come NT kits don't have sponsors on them? Only really noticed this right now whilst watching the Netherlands/France U21 game.\",\n",
       " 'It would be rather funny to lose the Super Cup again but I will be irritated if we cock up the Club World Cup.',\n",
       " \"I've seen alot of people talk about Trent or Reese James starting for rb in England. I'm not from england but I'm confused as why walker isn't up there. He's been amazing for city.\",\n",
       " 'You ask me Konaté or Upamecano? I say Botman.',\n",
       " 'Take the Wcop/Euros winning teams and only name one player who you think was the most consistently good throughout the entire tournament and the main reason why they won. You can go back as far as you want',\n",
       " 'Bakker is an awful footballer',\n",
       " 'Dubravka\\n\\nWalker Peters - Tarkowski - Rice - Digne\\n\\nBissouma - Neves\\n\\nRaphina - Eze - Grealish\\n\\nVardy\\n\\nHow would this XI have fared in EPL this year? Would you swap anyone out only for other 14 players? No repeating clubs so for example can’t have Rice AND Soucek or Vardy AND Ndidi. I want to get Martinez in but then can’t have Grealish',\n",
       " 'The kaaskoppen are clear',\n",
       " 'France lost because they were missing Guendouzi ☝',\n",
       " 'I don’t know why but I always pictured giroud going to fiorentina instead of Milan\\n\\nI don’t know a thing about fiorentina and there were never rumors linking them but it seems like a nice match in my head',\n",
       " 'Which country would have the best u21 squad if they used all available players?',\n",
       " 'Why are whoscored and fbref stats different and which is more accurate?',\n",
       " \"When people list Liverpool CB options if Kabak and Nat Philips leave, Ben Davies isn't mentioned even though he's a game changer. Him stepping up next season would mean a Homegrown slot being filled, plus don't need to pay 18mil for a backup in Kabak and Nat can be sold to further his career and fetch funds.\",\n",
       " 'Anybody got any experience with those mystery kit things?',\n",
       " \"Anyone knows any good mobile football game? I'm bored out of my mind and wanna play some good match\",\n",
       " 'Lol that new Patrice Evra ticktok rocks',\n",
       " 'That Deschamps tactic video was very insightful and interesting',\n",
       " 'How has Boubacar Kamara been getting on recently?\\n\\nRemember a few years back he was the hottest thing and big money moves were lined up.',\n",
       " 'Ancelotti to Madrid and Howe to Everton me thinks.',\n",
       " \"It's pretty crazy how actions a team takes years ago still has an effect today. For example, today a Seville Court ruled that Betis has to pay 1.7 million euros to Lopera, who was one of our previous chairman from 1996 - 2006. This money will be used to cancel the debt we have from singing Nelson Tomara from Benfica, which was in the summer of 2008. Betis under Lopera experienced both golden times (qualifying for CL, winning Copa Del Rey) and dark times (Lopera had a dictatorish ruling, very shady, relegation, etc.)\",\n",
       " 'Fever Pitch, such a good read',\n",
       " \"Man imagine Conte being hired and 6 months later he throws up his same recent rant of last year....\\n\\n'We had to eat DUNG for months'\",\n",
       " \"Thoughts on Carlo's possible return to Madrid boys? Is he still as good as he was in Bayern and Madrid? Haven't watched Everton alot. Do you guys think he'll be able to fix some of our problems?\",\n",
       " 'Our tier 1 said Tomori is a done deal. No.8 is truly coming back',\n",
       " 'Good old fox Carlo should not forget 2015 treatment from Perez and Real Madrid board. \\n\\nPerez listening to crybaby agent of Bale and then asking Carlo to make tweaks to make Bale comfortable.... Weakest pathetic backstabbing president, smh. \\n\\nManagers being asked by reporters will they get sacked, how pathetic feeling that might be...\\n\\nDon should stay at Everton have fun and then come back to Milan , to make them great again.',\n",
       " 'Aguero with the Jim Carrey in Dumb and Dumber cut. Looks pretty weird in a Barca shirt, for some reason.',\n",
       " 'Not enough has been said about how crazy it is that two Ronaldo have been such great players. Closest is the Muller duo I think',\n",
       " 'Will Bellingham be included in the England squad? I hope he is',\n",
       " 'always knew Cutrone was going to be a top striker',\n",
       " 'What happened to Umaro Embalo?',\n",
       " '!flair :England:',\n",
       " '[deleted]',\n",
       " 'Denmark better win',\n",
       " 'So Adama Traoré linked to Chelsea as a wingback. Not sure what to make of that, such a polarizing player',\n",
       " \"Any torrent site in which I could find World Cup 2002 full matches? I'm especially interested in knockout phase matches. Thanks\",\n",
       " \"if you support a lower league team (lets say below the top two or three divisions in your country), how often does your team put out new jerseys? how often do you and your friends buy the new jerseys? if you're someone that doesnt buy them often, would a new logo that you like be something that would drive you to buy a new jersey?\\n\\nive seen some testimonials for small non league teams where they get a new logo and their merch sales go through the roof. im curious how much of that is due to people just not really being motivated to buy merch before, but finding a reason when a new logo is debuted. i suspect that, as you go up the pyramid, you find a larger percentage of fans who buy new jerseys each year, and for them a change in logo wouldnt do as much for sales, even if it was generally well received.\",\n",
       " '[removed]',\n",
       " 'Italy what’s their first choice midfield trio? Does Jorginho get in ahead of Locatelli?',\n",
       " '[kevin inspired a whole nation](https://old.reddit.com/r/de/comments/np6yxt/ich_weiss_nicht_ob_ich_lachen_oder_weinen_soll/)',\n",
       " \"Kante winning the Ballon d' Or will be like Modric in 2018.\\n\\nThroughly undeserved.\",\n",
       " '[deleted]',\n",
       " \"If Leicester had beaten Tottenham on the final matchday we would have had 10 teams from 2 countries (and 18 teams from 4 countries) in the Champions League next year.\\n\\nIt's getting slightly ridiculous isn't it?\",\n",
       " 'Imagine a front 3 of morata, werner and sterling',\n",
       " 'The little swamp Germans are playing quite well. Would be nice if they eliminate France',\n",
       " 'feel like pure shit just want Milan out of the CL',\n",
       " \"Where did this narrative that Levy is some incredible transfer negotiater that regularly send buyers to the cleaners even come from?\\n\\nWho has he ever ripped off and came out the winner of the negotiation? \\n\\nWalker for 50M?\\n\\nModric for 35M?*\\n\\nGylfi for 10M?\\n\\nTrippier for 20M?\\n\\nRefusing big offers for Eriksen just to sell him for 20M 6 months later? \\n\\nDoing the same thing for Alli refusing big offers only for his value to plummet? \\n\\n\\nEven Bale was a fair reflection for his value even when he's fucked it using that money afterwards. \\n\\nAll or nothing was a blessing, it was made to further improve his false persona only for it to expose him as the fraud he is.\",\n",
       " 'Barca really are shelling out 10 million a year for Messi to have a new friend',\n",
       " \"Reece James, Walker and Trippier have all had successful seasons and performed well enough to earn a call. Doesn't mean TAA isn't good enough but let's not pretend like his absence will be the reason we don't win. It's coming home anyway\",\n",
       " \"I don't understand how trent stans are now saying walker and trippier are basically the same player\",\n",
       " \"Plastics always delete their comments after I reply to them, it's tiring to never miss like this :(\",\n",
       " '[deleted]',\n",
       " \"on this day 2 years ago\\n\\nliverpool 2-0 tottenham\\n\\n⚽️ salah 2'\\n\\n⚽️ origi 87'\\n\\n6️⃣🏆\",\n",
       " 'Getting severe whiplash from this very sudden change in attitude towards Guardiola, people calling him a choke artist and shit tactician because he lost 1-0 in the CL final (though in fairness it could have been 3 or 4-0).\\n\\nSure he fucked up the tactics on the day, and that’s a habit of his, but that doesn’t make him a shit tactician. He wouldn’t be considered one of the best coaches in the world if he was a shit tactician.\\n\\nAnd he wouldn’t be winning the title with 100 points if he was a choke artist. Reaching the CL final is an achievement by itself, he just fucked up the tactics because he has a habit of doing that.\\n\\nHe’s one of the best at what he does, and this sudden change in attitude saying he’s not all that great a coach confuses me so much',\n",
       " \"Any criticism of xG really brings out the r/iamverysmart crowd doesn't it.\",\n",
       " 'Southgate did the right thing by omitting trent from the squad now stop crying about it. \\n\\nweaker performance overall compared to his counterparts and plays in a system england wont replicate. fucking move on.',\n",
       " '🚨| Statement by European Court Of Justice: \"The Super League sues UEFA and FIFA for violating European competition laws upon postponement by the Madrid Court.\"',\n",
       " \"Is there a worse player in a champion team than Benjamin Mendy ? This isn't a pisstake, I genuinely think he's the worst. He's also imo the worst player to ever win the World Cup since at least the implementation of the offside rule.\",\n",
       " \"Aguero really left Manchester because he didn't want to live in the shadow of Tom Heaton...\",\n",
       " 'Imagine people 20 years from now browsing our posts/comments and thinking \"Holy fuck, Chelsea winning the Champions League after a Havert goal was TWENTY YEARS AGO? I am so fucking old\".\\n\\nWe\\'re all writing a chronicle.',\n",
       " 'why do people mention versatility when choosing the england right backs. trippier can play left back too, so what? shaw and chilwell exist, its not like trippier has to play left back, he can play on the right in his best position. of all the reasons to take him, versatility isnt exactly the best',\n",
       " 'Someone on Twitter described Ivan Toney as a Championship level penalty merchant lol',\n",
       " 'Get in!!!!!! Fuck France, the most overrated team',\n",
       " \"So it seems like TAA won't make the squad, but I am hoping people don't discredit Trippier because of that, he has won the league and was very good this season.\\n\\nTrippier deserves to go.\",\n",
       " 'realmadrid might be worse than reddevils',\n",
       " \"Ive seen a lot of upsets but nothing tops the man u vs psg 2nd leg. Psg couldve passed the ball around their bod and man u weren't getting a single goal.\\n\\nAlso rashford's penalty was ice cold.\",\n",
       " 'Predictions for next season\\n\\nAjax run away with the title again  \\nPSV finish second  \\nFeyenoord drops even further  \\nNEC makes some smart signings and finishes midtable  \\nAjax, AZ, PSV, Groningen finishes top 4  \\nVitesse training ground has to be shut down because the Arnhem zoo takes it over, they just escape relegation  \\nWaalwijk, Willem II and Go Ahead Eagles will get relegated',\n",
       " \"So can Barça fans enlighten me as to why Coutinho flopped that badly? There is rumour of a loan or permanent transfer for him to Liverpool (again), at 28 it wouldn't be the worst idea if the the reason for his performances are not ability related.\",\n",
       " 'Fully expecting Turkey to either get to the quarters or get knocked out in the group stages',\n",
       " 'Its crazy that if England wins the D group at euro they play one of France Portugal or Germany but it they end up in the 2nd place of the group they play Sweden or Polond',\n",
       " 'Still mad that Inter finished 4th in the group stage, then smashed the league out of the park. What happened?',\n",
       " 'Benzema x Mbappé in two days to ease the pain',\n",
       " 'In lieu of the Trent news, has a world class player ever not made the England squad for a major tournament before?',\n",
       " 'Did they edit the title of the “Gary Neville gives passionately must watch anal” video because i can’t find it',\n",
       " 'Where would Bürki go next?',\n",
       " 'For all the people fighting over james vs TAA, I think trippier is better option than both of them. With walker starting at CB.',\n",
       " 'I wonder if we could get a petition about the England right back to 100,000 signatures so Parliament would have to debate it?',\n",
       " 'It looks like Belgium and the Netherlands are combining their leagues to form a new league that covers both countries. It makes sense as long as they can reach a good agreement as the larger league should increase the overall quality and competition. Are there any other countries/leagues considering it? Would make sense to me to have something like a Nordic league in Europe maybe, but you’ve got to reach agreement and make a fair structure between a bunch of different associations which would be hard!',\n",
       " 'Does anyone know when Venezias kits are back In stock I wanted to buy one but every single size was sold out',\n",
       " 'Upamustafi just scored a banger',\n",
       " 'Bye France. This will happen in the regular Euros too',\n",
       " 'The whole England right back thing is played out but just saw that Trent had the most appearances in the CL of the lot. Kinda wild at 22 years old compared to walker at 31',\n",
       " 'I got 2 chances to win the Euros this summer 🇳🇱🇮🇹',\n",
       " 'Bruun Larsen starting for Denmark U21. Remember when he used to bench the CL winner Pulisic at Dortmund?',\n",
       " '!flair :Tunisia:',\n",
       " 'TIL Reece James’ sister plays for United',\n",
       " 'Brahim diaz is better than odegaard right now and would fit our team much better since he might be okay being a bench option.',\n",
       " \"Chelsea fans, if you're being really honest, do you think Werner's non-goal contributions are enough to warrant him a place in the starting XI this season, and next season? \\n\\nAs an Arsenal fan, I was pretty okayish with Giroud during his tenure with us. He didn't score a lot but he contributed a lot. I think our problem back then is just we don't have enough goals from elsewhere. We were one of the first the have goalscoring wingers with Pires and Ljungberg\",\n",
       " \"I have a new found respect for Liverpool. Their fans are so fucking annoying, but honestly, they've managed to have success without having unlimited money at their disposal (for PL standards at least), it makes their achievements way more valuable.\\n\\nThey aren't paupers either of course, but it shows that the state backed oil projects could be beaten with smart recruitment and competent management.\",\n",
       " \"Jordan Henderson's highlights v Croatia at the World Cup, if you ever wanna watch a midfield masterclass. Hopefully he'll be a bit better for us on the 13th.\",\n",
       " 'Kante deserved a UCL trophy. Hope KDB gets one too.',\n",
       " 'Barca really kicked out one of the best strikers in the world because he was to old at 34 only to sign 32 year old aguero huh',\n",
       " 'People using stats that \"show\" that Trent is better defensively than Walker, Trippier and James are pretty funny to me. Perfect example of stats don\\'t tell the whole story.',\n",
       " 'Chelsea are the worst side to win the champions league since 2012 Chelsea.',\n",
       " 'Might get slaughtered here but I think Fernandes has had a better season than De Bruyne.',\n",
       " \"Milan fans have to be the most overreacting in football. Calabria has been utter dogshit for years but as soon as he has a decent season they all think he's the second coming of Lahm lmao\",\n",
       " 'I saw Arsenal fans tweeting polls about whether we’ll win a league or CL in the next decade some of the fans just do not how bad things really are. It was fair enough for having hope during the 2010s when we were at least a CL club who had the potential to win it with a few moves which just didn’t happen whats there to be hopeful about now? What are the odds every other team ahead of us with more money messes up in the window for multiple years and we get everything right and the owners actually care, I’d say very low. \\n\\nOne day I’m gonna be 60 years old saying “yeah we haven’t won a league since my child hood but at least we have the invincible season,” while we’re in league 1.',\n",
       " 'Genuine question, why is ‘net spend’ viewed as a flawed way of judging a clubs transfer policy?\\n\\nI ask this because when I bring up that Arsenal have spent only 20m less than Chelsea in the last 10 years I’m being told that I’m being disingenuous. \\n\\nI argue that Chelsea sell well and reinvest and it’s not a simple case of ‘Russia Oil Money brrrrrr’ but more a management/scouting issue. \\n\\nI say this as an Arsenal fan, I think it’s not a case that Arsenal are not spending, it’s more that they’re spending and selling shit. Chelsea have made close to 1bn pounds in sales during that period VS Arsenal’s 400m...',\n",
       " 'Welsh clubs in the mud, you love to see it',\n",
       " 'Some Liverpool fans chanting spells right now for Southgate to crash out of groups.\\n\\nSeen a few pulling out the Whoscored numbers for Trent lmao',\n",
       " \"All these people going in about how shit Trent's defending is must really rate Rhys Williams. Williams for England tbh.\",\n",
       " \"Hey everyone I am an extremely new football/soccer supporter and want to support a team in a big 5 leauge to watch good football with passion,  could you recommend a team. I'll support the most upvoted.\",\n",
       " 'PSG are dissapointed with Pochettino and expected more from him',\n",
       " 'Where would Sterling go?',\n",
       " 'I don’t think people have been talking enough about how bad the marshmallow pregame show was. If your going to copy the Super Bowl at least do it live.',\n",
       " \"I can't believe Man United fans are falling for this Varane stuff. Especially after Ramos and Ronaldo did it for years lol\",\n",
       " 'Real Madrid should be all over Sterling',\n",
       " 'All this debate will be pointless as I think whoever goes we’ll struggle to beat whichever side we play in the round of 16 anyway, that’s if we top the group.\\n\\n>!Yeah I’m taking the piss, it’s coming home!<',\n",
       " 'Why do Scousers hate being English',\n",
       " 'So I wanna try these players in career mode, does anyone know clubs in which  they could realistically move to in real life in the future? \\n\\nAdam Idah - no clue about him, championship / lower prem?\\n\\nDanso - again no clue \\n\\nGravenberch - Barca / Bayern maybe? \\n\\nZaniolo - no idea, don’t wanna do a Juve / Piemonte Calcio save\\n\\nLacroix - heard Chelsea rumours',\n",
       " \"Eden Hazard's tweet in 2012 was 9 days after we won the Champions League. Boys, follow Haaland on twitter and set your alarms to the 7th June.\",\n",
       " \"It still feels surreal we're UCL winners again. If someone told me we we're gonna win at the start of the season I wouldn't even dare believe it.\\n\\nAll our players turned up in the final as well. I still can't believe it. Up the fucking Chels. Most of my mates are Man utd,Arsenal and Spurs fans as well and I'm loving the Salt lmao.\",\n",
       " 'I was pretty upset on Saturday but the thing that pissed me off the most was CBS’s prematch broadcast. First they had American celebrities interviewed (fine) but they lasted kind of long, then a 15 minute zoom interview with clint dempsey and pulisic, a highlight of dempsey, more talk about pulisic like he is the only player even playing, and then some reporter rambling about how pulisic isn’t the first american to be in a champions league final because 9 women have been in one. I don’t want to hear about a 5 minute speech about women’s football 25 minutes before the match, or a one hour show about pulisic. Beyond cringe.',\n",
       " 'For how much this sub shits on Zidane as a player for being overrated due to big moments, seen a fair few saying Kante for the Ballondor.',\n",
       " 'Hey i am 16! Was the Republic Of Ireland already a famous team before we won the Celtic Nations Cup in 2011? If i said \"Republic of Ireland\" to you in 2010, would you know what i am talking about?\\n\\nSince the Iceland Triangular Tournament we won was in 1986 so people may have forgotten that',\n",
       " 'Biggest transfer of the summer?',\n",
       " \"It's actually shocking just how bad were the transfers that Mourinho made. Bailly and Lindelof at CB, Dalot at RB, a half-finished Matic, Fred, and of course Alexis. Pogba and Lukaku were the only signings that were somewhat good enough. Zlatan was simply not a long-term signing that a top club should make.\",\n",
       " 'Southgate probably made the right call with Trent Alexander Arnold. Always have to be a bit cautious with Klopp players outside the system^^TM. He is a forward and fullback whisperer.',\n",
       " \"been watching a lot more rugby, NFL and ice hockey recently out of boredom.\\n\\nngl it's much more enjoyable watching sports where the athletes are actually trying their best and not throwing themselves on the ground to try and cheat or shouting abuse at the referee. \\n\\nIt's almost embarrassing watching football after, just wish I had more interest in other sports\",\n",
       " '[Players who created most chances in Europes top 5 leagues+europe](https://i.redd.it/qx3z5c5alg271.jpg)\\n\\n#1. BRUNO FERNANDES 👊\\n\\n2. Hakan\\n\\n3. Muller\\n\\n4. Messi\\n\\n5. Mount',\n",
       " 'Athletico Madrid should’ve won both the 2014 and 2016 champions league final idk how they couldn’t defend the last 2 minutes of the 2014 final and in 2016 the goal by Ramos should’ve NEVER counted cause it was offside why did the ref allow the goal to stand in the 2016 CL final when Ramos was OFFSIDE. But everyone wants to talk about how Barca robbed Chelsea in 2009 blah blah blah but that offside goal by Ramos is praised and it’s not talked about as much as the 2009 fiasco between Barca and Chelsea its a joke lmao',\n",
       " 'Football without Real, Barca and Juve is a beautiful dream',\n",
       " \"Is this how the rest of PL fans felt from the spurs/Liverpool final? I'm simultaneously happy and sad and I'm not sure I will find closure\",\n",
       " 'Who is going to be the CB pairing for Spain ?',\n",
       " 'Happy Bank Holiday Monday! \\n\\nEnjoy that big yellow thing in the sky today. (Cue all the complaints that 23 is too hot). Less than 2 weeks till the Euros. What a time.',\n",
       " '!flair :France:',\n",
       " 'How important is athleticism in top level football?\\n\\nBy athleticism I mean stamina, speed, strength etc.\\n\\nI think that the higher the level of football, athleticism becomes less and less important',\n",
       " 'What can we do to save football: https://www.independent.co.uk/sport/football/premier-league/champions-league-super-clubs-liverpool-man-utd-barcelona-real-madrid-a9334826.html\\n\\n\"There is something more practical individual fans can do, too. They can invest more time in their local teams. One of the huge problems inherent to this is the global mass of supporters that the 11 biggest clubs are developing, at the expense of everyone else. It is a huge factor in disparity.\\xa0It instantly denies more local clubs of ticket sales, sponsorships, TV viewers and basic interest. This has been especially ruinous in African countries and Ireland, given the obsessive interest in the Premier League.\"\\n\\nMassive W.',\n",
       " 'Sterling should be dropped over Greenwood. After his recent form, same with Rashford',\n",
       " 'How fucking good is Declan Rice ? Im begging he comes to Chelsea but if he goes to city or United , they are getting a steal even if they pay 90 mill now',\n",
       " 'aouar stinker 🦦',\n",
       " \"Lot of focus on Netherlands-France but Croatia just equalised against Spain with a 90+4' penalty to take it to ET\",\n",
       " 'How many of the french starting 11 dont have dual national eligibility? (No racism intended lmao) is it just Meslier?',\n",
       " '[deleted]',\n",
       " 'Cutrone is the most popular man in Portugal',\n",
       " 'Best ever game I’ve seen from Jesus was as a right winger for Brazil in copa',\n",
       " 'Is Sam Lee tier 1 for city? Just saw a post on their sub talking about Grealish and Kane wanting City. That would be insane if it goes through.',\n",
       " \"Enjoy L1 morecambe, you might only last a season but it will be an enjoyable one. Seems strange we were I'm a sort of relagation battle last season\",\n",
       " 'Who would have thought that Chelsea fans would be even more unbearable than Liverpool fans after their CL win. Incredible scenes on this sub the past few days.',\n",
       " \"You know Man Utd are finished as a football club when Utd fans are hoping Tuchel can guide Chel to PL title next season so they don't have to see City or Liv win it again. Once a great club but theb Glazer happened.\",\n",
       " 'how do people here seriously think grealish is better than haaland...\\n\\nso overrated',\n",
       " 'Florentino Perez felt dangerous in the last 3 years 🥵🥵: \\n\\n-Lost CR7 and replaced him with Mariano.\\n\\n-Failed youth project.\\n\\n-Same manager walked out on him TWICE.\\n\\n-2 trophyless seasons.\\n\\n-Most embarrassing failed project in football history\\n in the Super League.\\n\\n-About to get banned from the UCL.\\n\\nBetter than Bartomeu???🥶🥶🥶',\n",
       " 'at least southgate knows that bissaka isnt good enough',\n",
       " 'Can\\'t believe there are people out there that actually care about shirt numbers\\n\\nImagine going \"oh noes, he has the wrong numby wumby on his shirtsy :3\" because Foden is using #47',\n",
       " 'Do you guys think \"La Remontada\" was a robbery?',\n",
       " 'Man, I want to see some Germans cry on thursday. Love international periods.',\n",
       " \"The Liverpool sub is killing me with their reaction to the Trent news. I promise you Trippier/James being selected isn't the difference between winning the entire tournament and crashing out of the group stages.\\n\\nIt's moments like this where you're reminded that the majority of the big teams' subreddits are American-dominated.\",\n",
       " '📍| Reminder that no team has officially left the European Super League, as per ESL’s investor, JP Morgan. #rmalive',\n",
       " 'id much rather face England with Trent at RB than Walker or Reece James',\n",
       " '[https://youtube.com/watch?v=R9B26fXTj4c&feature=share](https://youtube.com/watch?v=R9B26fXTj4c&feature=share)\\n\\nThe famous standing spion Kop. Not a better atmosphere in europe at the time. Davey Fairclough off the farm with the winner against the favourites for the competition, Saint Etienne. One of the greatest teams ever Paisleys reds were',\n",
       " \"Do you think a team of:\\n\\n\\\\---------------C. Ronaldo-------**Ellen White**\\\\------Lionel Messi\\n\\n\\\\---------------N'Golo Kante---Kevin DeBruyne--Joshua Kimmich\\n\\nKyle Walker ------- Ruben Dias ---- Raphael Varane ----- **Random U-18 Defender**\\n\\n**GK:** A World Class Keeper of your choosing. \\n\\nWould *avoid relegation?* I'm not asking the team to win the title, that might be too much to ask, but is avoiding relegation a reasonable prospect?\\n\\n**Two Caveats:**\\n\\nYou can only sub Ellen White for an equally talented woman forward (Alex Morgan, Kosovare Asllani, etc.)\\n\\nYou can only sub the U-18 Defender, for another U-18 defender.\\n\\n**Edit**. I forgot a GK. Put a World Class Goalkeeper of Your Choice.\",\n",
       " 'I think the biggest problem with Southgate is how the football is not good, we had something similar happen to us in Egyptian national team with Cuper. If the football is not good, people will turn on you quick as soon as the results dry up. This might be the situation for everybody, however if you are playing good football, people will stick with you a bit longer and this is the issue I find with his squad selections and tactics, he is going into the tournament with arguably the second best squad into the tournament yet he is not the second best team in the tournament and a lot of people would bet against England in a few matchups if they happen.',\n",
       " 'Chelsea will regret selling Tammy he will outscore all their forwards next season',\n",
       " 'Completely irrelevant fact but with more people speaking about Reece James now I remembered there was another one that plays in League One I think. Went to look at his profile on sofascore in order to potentially make a shit joke and noticed that he left Wigan on the 2nd July 2018 to go to Sunderland while the Chelsea Reece James went to Wigan on loan one day earlier.\\n\\nFully irrelevant but just thought it was interesting that one Reece James came in and the other one left straight away.',\n",
       " '[lovely ](https://twitter.com/thechelseaecho/status/1399295014480629761?s=21)',\n",
       " 'Ole won himself 1 more season but if after next year we are stilo trophyless, thanks for the seasonos.\\n\\nThoughts?',\n",
       " \"Can people stop posting tweets from that xgphilosophy account here? It's just a guy trying to make money off shit books and making up [numbers](https://i.imgur.com/vCwfHvq.jpg).\",\n",
       " \"It's such a selfish PL view to suggest that it's bad that the 3rd placed team in the CL groups go to EL.\\n\\nOff course it sucks for the super clubs you all support. But for almost any team outside the top five league it's huge. It's pretty much the ideal scenario for us. You get loads of money through CL group stages and then you play Euro football after New Year with a chance to actually go far and compete rather than a comfortable last 16 defeat in the CL.\",\n",
       " 'Bayern and Liverpool sweating',\n",
       " 'Liverpool looked a different team with just 10k fans at Anfield. Any other teams notice a massive difference? Ball gets moved quicker, more energy, less complacency. Very odd, I knew we fed off the crowd a lot but not this much.',\n",
       " 'Daniel Bragança is what Barcelona fans think they see in Puig',\n",
       " 'Sick of seeing Liverpool fans crying on twitter about Trent not getting picked for the Euros, its not like Trippier/James/Walker are shit players now is it? \\nAll 3 have had better seasons than Trent has and imo Trent only stepped his game up when he realised his England place was in doubt',\n",
       " 'Weird comments I have seen about their love for how adorable Kante is: 0 \\n\\nComments about people making weird comments on Kante: Too fucking many \\n \\nSeriously does this thread need to be turned on and off again?',\n",
       " '3nd !',\n",
       " 'Since we know that Copa will be rigged to favour Brazil is it even worth staying up for it?',\n",
       " 'Braithwaite earns between 8-10m gross and Barca fans had the nerve to make fun of Alaba on 24 lmao',\n",
       " 'Grealish Foden Sancho are all better LW than Rashford, if Southgate still picks him in final squad then he is an idiot.',\n",
       " 'The signings Laporta is making for Barca right now is more of the old shite they tried to get away from. So far into his short stint its looking dire. \\n\\nAguero depay wijnaldum garcia is dogshit for a club like barca. this is acceptance of mediocrity. i know wijnaldum will work his ass off because he is a professional with 3 lungs but he is a square peg going into a round hole. id rather have suarez back then a washed aguero. garcia makes rhys williams look fast. depay is not good enough, never was, never will be. literally signed due to being dutch for koemans liking. \\n\\ncmv.',\n",
       " \"Does anyone feel barcelona's decline is imminent in a couple of years when messi leaves. The big money signings like Griezman, coutinho and Dembele are not at the greatest level. \\n\\nIt could be Real Madrid, PSG, Bayern and english clubs Manchester city, Manchester united and Chelsea that would be the big six from now on.\",\n",
       " 'Tuchel sent City, and it’s fans to the gulag',\n",
       " 'Toni Kroos is the only East German in the German national team. Kind of sad tbh.',\n",
       " 'Ya’ll laughed when we did the absurd comparisons to our 2012 UCL campaign. 🥱',\n",
       " '[deleted]',\n",
       " 'The City war chest will be huge this window. \\n\\nAngelino, Aguero (wages), Garcia (wages), Herrera, Sancho (sell on fee), Harrison, Porro, Braaf, Nmecha, and Mendy would already be near £100m in sales and huge wages off the books. \\n\\nAdd on a big sale like Laporte, Jesus or Sterling and thats an easy £200m+ potential warchest.',\n",
       " \"man down - tion wayne lyrics\\n\\n>Acting like you're always on smoke, no fire\\n\\n>And you can't defend your block, Maguire\",\n",
       " \"I'd prefer Trent to James tbh, but it's a tight call and I can understand Southgates decision.\",\n",
       " 'I really wish American fans could be as passionate as European football fans.\\n\\nNFL is gonna play games in Germany now and people are okay with it because you gotta grow the game.',\n",
       " 'konate pre season with jurgen klopp should bang',\n",
       " 'Psg will win the next ucl\\n\\nMark my words',\n",
       " \"The whole Dortmund vs United thing is really weird to me. I don't care about Dortmund other than the summer when we are linked with one of their players. I'm sure they don't really care about us either, at least the fans that watch every game.\\n\\nI want Sancho to be a United player next season, and they want him to still be a Dortmund player next season. That is it. I might be drunk but that's all there is to it. Fucking get on and stop making it a thing you whine about all year round. I'm talking about both sets of fans here, I have had one year of this and I am literally done with this nonsense. It was cute for a month or two but it's gotten really boring that we've got morons still going at each another for 12 fucking months.\\n\\nFellow United fans have got to understand that players like that don't force a move to United at this point of time, and Dortmund fans need to understand that there is a significant gap in the financial ability of both clubs. Both clubs want the best for themselves, stop throwing your own tamper tantrums in the mix, it doesn't fucking matter.\\n\\n\\nAnyways, Mason Mount is baller. Good to see a player not spectacular in any way being such a good player.\",\n",
       " 'My hot take is that signing Kane would be City resigning themselves to farming the league and bottling the champions league, I get that the surrounding team would be much better but even Spurs fans will tell you that Kane’s big game record is underwhelming at best',\n",
       " 'Man United fans gotta stop forcing a rivalry with Dortmund. It makes me unironically cringe in pain.',\n",
       " 'What is the most resilient and mentally strong team you have ever seen ?\\n\\nFor the Liverpool side of 2018-19 takes the cake.',\n",
       " 'Would you consider Tuchel a better coach than Zidane since we lost against him?\\n\\n\\nI think Zidane is still better. Is it unpopular?',\n",
       " 'Cruz Azul man finally',\n",
       " 'Sterling is coming to Everton I can FEEL it',\n",
       " \"Hey u/ElKaddouriCSC lad, how good's Kristoffer Ajer?\",\n",
       " 'Javi martinez 12/13 or Kante this season?',\n",
       " 'Whoever wins the England v France last 16 game will win the Euros',\n",
       " \"Saw someone say he supports players who leave his club no matter who they are or what they've done, follows them and wants them to do well, and said people who don't are soft. Completely unforgivable behaviour as a fan and general human, that.\",\n",
       " 'How much more do chelsea need to win to be considered a more successful club than arsenal?',\n",
       " \"My Tottenham friend says Chelsea is not bigger then Tottenham and Arsenal in London. He says Tottenham are the biggest by far  when it comes down to Fans amount and Chelsea can't even fill their Stadium\\n\\nIs he lying?\",\n",
       " 'Liverpool fans : City fans talk like Dias is the best CB ever\\n\\nAlso Liverpool fans : Van Dijk might be better than Maldini, Trent is the best RB in the last decade',\n",
       " 'Bit silly seeing people casually claiming Roman Abramovich is an example of sportswashing when he isn’t, guy hasn’t remotely tried to change his image or Russia’s in his time at Chelsea. Lads just a billionaire whose obsessed with football and more importantly his club winning',\n",
       " 'Why is every club bar Bayern in the Bundesliga a stepping stone club? Is it to do with revenue? Just cannot see anyone but Bayern winning for the foreseeable future if nobody can hang onto their best players and everyones dream is to play for Bayern in Germany. Joey wont be munching Gladbach again anytime soon if things stay like this',\n",
       " 'Thank god Jose already has a job, I don’t want that man near the club.',\n",
       " 'Watching this years  champions league  final really felt like the LIVTOT final 2 years ago.',\n",
       " 'Best banger in a long time https://www.youtube.com/watch?v=i5VeMbagIaU',\n",
       " 'Man, the most idiotic take in sports is \"no heart, no pashun, no desire!!\" What team doesn\\'t play with heart? They\\'re professionals!! The laziest take imaginable',\n",
       " \"Reece >>> Trent \\n\\nGlad Gary's seen the light\",\n",
       " 'reece james is better than kyle walker',\n",
       " 'If England had a good manager could they actually compete for the Euros? Or is the midfield/defence too weak?',\n",
       " 'Kristoffer Ajer to Newcastle for £6m is a terrific signing, for me personally. Weakens Celtic and is nowhere near the price they were quoting for him as recently as last season, and if his form continues how it’s been going of late he doesn’t immediately improve the Mags either. He does have all the tools to be a top defender like, just looked an absolute bombscare recently.\\n\\nNo idea if it’s even happening tbf though, could be tabloid shite',\n",
       " \"Only time I've seen Tapsoba play is when Lukaku bullied him in the Europa League. Heard good things about him though but I wonder where that leaves Saliba. \\n\\nGabriel is 22 and so is Tapsoba. Would much rather we sign a CB in their prime so that Saliba can slowly take over in the next few years.\",\n",
       " 'What is kante’s ranking in the world’s best players?',\n",
       " 'I don’t know why people are still making a big deal and talking about the super league. The CL is already the super league',\n",
       " 'Would you guys get behind the super league if Lebron James played in it?',\n",
       " 'With Celtic appointing Ange Postecoglou, interested to hear what other unknown managerial talent (non top five leagues) deserve a step-up to a big club?\\n\\n\\n\\nMy shout is Kjetil Knutsen from Bødo/Glimt',\n",
       " 'Lacroix to Leipzig would be awful.',\n",
       " '[He’s a man after my own heart, just lives for the wind up. ](https://vm.tiktok.com/ZMe3cFF1p/)',\n",
       " \"what's the sitch with Ryan Sessegnon? How was his season?\",\n",
       " 'How many remember Bosingwa ruining trophy celebration for Terry in 2012?',\n",
       " 'After much consideration, this is our best possible XI for Euros \\n\\nKimmich Rüdiger Hummels Gosens \\n\\nGündogan Goretzka \\n\\nMüller \\n\\nGnabry Havertz Sané \\n\\nKroos is excluded with us going to a more regenpressing system. He wasn’t performing well with the NT as of late anyways. Also hate to put Kimmich at RB, but he’s a level above our other options. Gündogan isn’t as creative as Kimmich, but he’s more than adequate. \\n\\nThe entire attack have elite work rates, and should combine well imo(3/4 Bayern). I trust Havertz to take his chances over Werner, and it’s not like Sané or Gnabry lack pace to stretch opposing backlines out. The squad is more than good enough to win, but Löw can’t be a stooge about it. I’m excited tbh.',\n",
       " 'Copa Murica in Brazil. Surely makes Brazil even bigger favourites.',\n",
       " 'With Conte and Zidane available shouldn’t Manchester United replace Solskjaer with either of them? Does he still have the support from the fans or has the Europa league final changed that?',\n",
       " 'Which country is considered to be the dark horse of the EURO 2020 tournament?',\n",
       " \"Copa América is going to be in Brasil? Lads, go google 'Maracanazo' because history is about to repeat itself\",\n",
       " 'That  [Roger Lemerre video going OFF on the NT in 2002](https://www.youtube.com/watch?v=OGd5GjT1V1k) is amazing\\n\\nLiterally calling the 98 winning team a bunch of cocky, unprofessional, uninspired divas LOL, they were qualified automatically for winning the last Wcop and so they sandbagged completely and thought they would steamroll their group anyway.\\n\\n\"Nothing simpler than football, we eat lunch together, we train, and we stop boasting. You NEED to stop boasting.\"\\n\\nThey went on to not score a single goal in the 2002 World Cup.',\n",
       " 'Been looking at the biggest/best/most popular teams in the top European leagues. Would you guys say that this would be the current list (edit: the most popular and best teams currently in the top flight leagues)\\n\\nEngland: City, Liverpool, Chelsea, United, Leicester, Spurs, Arsenal, Everton\\n\\nSpain: Real Madrid, Barcelona, Atletico Madrid, Sevilla, Real Sociedad, Valencia, Villarreal, Real Betis\\n\\nItaly: Juventus, Inter, AC Milan, Atalanta, Napoli, Roma, Lazio\\n\\nGermany: Bayern, Dortmund, Leipzig, Frankfurt, Wolfsburg, Leverkusen, edit: forgot Borussia Monchengladbach\\n\\nEdit: a better way to phrase it might have been to say the current big 7 or 8 clubs in the leagues.',\n",
       " 'https://youtu.be/1GddBJkj1mc?t=139',\n",
       " 'This site gives me brain cancer. Have a good one.',\n",
       " 'What are your predictions for the India vs Qatar wcq game?',\n",
       " \"Up until the end of the season, American u21s had more minutes in top 5 leagues than Italian U21s. More than any country's other than France, England, Germany, and Spain. That's honestly such a big deal for us. Yeah young players from the eredivisie or Liga nos won't feel the pressure to leave home as young, but it's still a huge step up for us. The number of minutes American U23s have gotten in the top 5 leagues this season is more than twice the highest number of minutes theyd gotten any time in the last 20 years. \\n\\nThe real question is what those numbers will look like once guys like Pulisic, Mckennie, and Adams age out of that group. Will there continue to be here young players moving or will this be a one off generation?\",\n",
       " \"I wonder how Zidane will do at another club.\\n\\nI don't know if people realize this, but managers tend to underperform at Real Madrid, not overperform. Pellegrini, Mourinho, Ancelotti, and Lopetegui won a grand total of 1 CL title (good), 2 cups (decent), and 1 league title (disastrous) in *7* seasons. Even successful stints, like Mourinho's and Ancelotti's, you get the sense that they could have done more.\\n\\nAll this talk about how players 'carried' him tends to ignore this.\",\n",
       " 'Hearing Inter has still not paid like 50m for Lukaku yet? Hurry up lads so we can sign few more goalkeepers.',\n",
       " 'Some Liverpool fans really are the worst bunch: https://twitter.com/biggies_maiis/status/1399107665062678528?s=21\\nJust look at the replies and quote tweets to this\\n\\n\\nWhy don’t they just go and try to create their own country if they want to incessantly mock the national team captain days before the euros?\\n\\n\\nE: *Liverpool fans    Not scousers',\n",
       " 'Hey i am 19! Was Real Madrid already a famous team before we won the Champions League in 1998? If i said \"Real Madrid\" to you in 1997, would you know what i am talking about?\\n\\nSince the last UCL we won was in 1966 so people may have forgotten that',\n",
       " 'Trent should be left out.\\n\\nEngalnd has better right backs.',\n",
       " \"People laughed at me and were rude to me when i said Peréz had mismanaged the club.\\n\\n\\nWell, here's the proof now. Zidane confirmed that.\\n\\n\\nThough i can't find the exact quote, that's sueely what he meant.\",\n",
       " 'I just want Copa America in Portugal/Spain for the memes at this point',\n",
       " 'Gundogan in the champions league squad of the season but not Kroos',\n",
       " \"I don't understand why people are judging Tuchel already. He joined in January. Let him have a pre-season and then talk.\",\n",
       " \"Do you think it's possible that we have gone on a cooldown period after winning 4 in 5?\\n\\n\\nLike, we won the European Cup in '56, '57, '58, '59, '60 and '66, but then we didn't win any other until 1998.\\n\\n\\nMaybe we have gone on a cooldown period now and it will take until, say, 2040 to win another UCL?\",\n",
       " \"https://youtu.be/BvgNRRE5HOo?t=290\\n\\nNever watch soccer so I'm not sure if this was just a bad call, but how is this an American foul? If you're gonna call anything wouldn't you call it a Mexican foul for impeding him with his leg?\",\n",
       " 'Sanchos announcement to United will genuinely be insane. The meltdown on the Dortmund sub will be funny as well',\n",
       " \"[That new Rashford Nike advert](https://twitter.com/MarcusRashford/status/1399297363894734850) is especially stupid considering I've seen him gobbing off at opposition players on the pitch.\",\n",
       " 'Local football fans can racially abuse a player, mock tragic disasters like Heysel and Munich air disaster, whistle during a minute of silence for a recently deceased player, kick their own player\\'s car and boo their own players in their stadium and still be considered \"true fans\" but God forbid a foreign fan criticizes the manager or one of the players then all of a sudden he\\'s be called a \"plastic fan\" who can\\'t support the team during difficult times by the \"loyal\" local fanw who \"bleed for the club\"',\n",
       " 'England-France Combined NT\\n\\nPickford<Lloris\\n\\nWalker>Pavard\\n\\nMaguire>Kimpembe\\n\\nStones<Varane\\n\\nShaw>Lucas Hernandez\\n\\nRice<Kante\\n\\nHenderson>Pogba\\n\\nMount>Griezmann \\n\\nGrealish>Coman\\n\\nKane>Benzema\\n\\nSancho<Mbappe',\n",
       " 'What’s up with Bayern fans being so obsessed with the ballon dor, you’ve just won 9 on the bounce with 2 CL titles along the way, yet you’re concerned with some weird individual award where clueless journalists from non footballing countries vote for a player that they like.',\n",
       " 'Southgate is a clueless dick, Trent would create chances left right and centre but unfortunately a guy who probably puts in his milk before the cereal is at the England helm',\n",
       " 'All these Dutch chauvinists critizing Barca because Koeman might be released.\\n\\nDo you realize that Barca has no obligation to entertain your nastionalistic desire?\\n\\nThey have been so used to mediocity in the Eredivisie that they dont mind happening to Barca too',\n",
       " '[deleted]',\n",
       " 'Would Sergio Aguero swap his \"agueroooo\" moment for the lost World Cup x2 Copa America and the UCL final?',\n",
       " 'Kane has 2 CL knockout goals and hes worth €150M',\n",
       " \"Pep did get it wrong but also Tuchel is incredible. \\nKante, Mount, Jorginho would still I believe have had a great game against Fernandinho or Rodri. \\n\\nI'm still not fully back on Earth yet. Tuchel really made us into the best team in Europe.\",\n",
       " 'Gilmour dancing with the CL trophy in the club. \\n\\nLegend.',\n",
       " '#British UCL record \\n\\nTeam - Titles - Runners Up\\n\\nLiverpool - 6 - 3\\n\\nMan United - 3 - 2\\n\\nChelsea - 2 - 1 \\n\\nForest - 2 - 0\\n\\nCeltic - 1 - 1\\n\\nVilla - 1 - 0\\n\\nMan City - 0 - 1\\n\\nTottenham - 0 - 1\\n\\nArsenal - 0 - 1 \\n\\nLeeds - 0 - 1 \\n\\nRangers - 0 - 0 (lol)\\n\\nLeicester - 0 - 0 (😂)\\n\\nVery Big Clubs = Liverpool, Man United, Chelsea, Forest, Celtic, Villa\\n\\nBig Clubs = Arsenal, Tottenham, City, Leeds\\n\\nThe Think-They’re-Big Clubs = Leicester, Rangers, Everton\\n\\nLiverpool = Red, Manchester = Red (whole North is red) London & the whole South = Blue, Glasgow & the whole of Scotland = Green, West Midlands = Claret, East Midlands = Red',\n",
       " 'since trent wont go reece james should start every game imo',\n",
       " 'Is this thread going to whine about Kanté getting praised until the euros start or what? Move on, the media seemingly already did.',\n",
       " \"City's mentality still seems questionable. Just look at how hard they had to win a controvesal penalty to get through Borussia, then if not for the 2 lucky goals I doubt PSG would have been passed too. Also PSG collapsing like usually helped. This was their golden chance. I don't see them making a Liverpool comeback next year to win it. Despite the collapsing PSG have a stronger chance if they fix their fullbacks.\",\n",
       " 'I’ve always had this theory based on his treatment of Yaya Toure, Sane and now Sterling but I think I’ve found the conclusive proof that Pep is racist\\n\\nWatch this : https://m.youtube.com/watch?v=W8JdAqVp1yE&feature=youtu.be\\n\\nTime stamp 3:10 : “they go to school with Indian kids, black kids , normal kids” \\n\\nHere he clearly means “normal” to be “white”\\n\\nWhy is this not a big thing ? Why was he not sacked or at least condemned after this? This is as bad as Joe Biden saying “black kids deserve the same opportunities as the rich kids” (or something close to that)',\n",
       " 'The Zidane open letter is just usual drivel from a manager fresh off of getting sacked. If Mou did this he would have been laughed at',\n",
       " 'It’s gonna be a long shitty season for us madridista',\n",
       " '[Ok this is pretty cringe. better  not be the same admin from Anfield](https://twitter.com/FCBarcelona/status/1399365293642768388)',\n",
       " 'Oh goodie we are back to England RB debates. Did Trent actually not get called up or is this some stupid rumour again',\n",
       " ' Laporte plus £30m for Kounde. Who says no?',\n",
       " \"I can't believe a few months ago people were saying that Chelsea should've sold Kanté due to his injuries and his age. Absolute fraud move.\",\n",
       " \"Why doesn't Abramowitch gets a Visa ? What happend?\",\n",
       " \"Don't care who we sign, I just don't want to be subjected to Bellerin, Holding, Willian, Odegaard and Lacazette again. Xhaka I'll let live, because he has been decent for us thr last season. We still need a midfielder better than him making him 3rd/4th choice.\\n\\nLeno, Tierney, Gabriel (if he improves a little bit), Partey, ESR, Saka and Aubameyang can start in top 4 teams. I don't think the rest can.\",\n",
       " 'Bruno created the most chances in football this season. 20 odd more than the next best',\n",
       " \"RIP Trent. Looks like another round of 16 exit for England. Perhaps this will be Southgate's last tournament\",\n",
       " 'Harry Kane and Jack Grealish in one transfer window would be incredibly pleasing. Specially if we can offload Sterling and keep Laporte.',\n",
       " 'Never seen a player as overrated as mbappe fucking hell.',\n",
       " 'With all the discourse around which right back should start for us, I think Trent missing out is a more damning reflection on Southgate than it is himself. Liverpools best player for the final stretch of the season in which we were excellent (8 wins out of 10). Top top player, very surprising. Bit like Waddle missing out in 92. Then again, you have to wonder if Southgates even sophisticated enough to use him mildly well. Travesty, still coming home though.',\n",
       " 'lets say sancho and grealish dont start, which is likely tbh, where exactly is the creativity gonna come from? the most creative fullback in the world wont be in the squad 🤐',\n",
       " '[he looks like a tidy player but look how much space he has in that league ffs he wont have that in the pl](https://twitter.com/cf_comps9/status/1399112348321947648?s=21)',\n",
       " \"We need Trent to switch his nationality to the US. He's be our best player by a distance, TBH \\n\\n\\nEdit: https://twitter.com/lfcnxsir/status/1399373041138819074?s=19\",\n",
       " 'City fans is sterling gonzo? And Liverpool fans will you take sterling if available on reasonable fees?',\n",
       " 'I find it ironic that Man City fans care more about beating Man United in the league than European success.\\n\\nYou will never overtake Man United in league titles, whereas you could have easily had 3 CL trophies already with your level of investment since 2008.',\n",
       " 'Can’t lie, kinda hoping Haaland goes to Barca. Him and Aguero up top linking with Messi would be a lot of fun to watch',\n",
       " 'u/ahmad3093 what do you make of Konate so far? Seems very mediocre with the ball on his feet, but that aside he looks like a gem.',\n",
       " 'I think it David Silva played the final, City would have won it.',\n",
       " 'Honestly football rules need a bit of an overhaul. Within the laws there’s too much inconsistency? Brush someone’s shin with your studs? Red. Tap someone’s face with your hands? Red. Shoulder barge into someone’s face and break their nose? Yellow. Bump into someone as they jump for a header and send them crashing onto their back? No foul. The last two examples are much more dangerous than the first two, yet they’re almost never punished in the same way.',\n",
       " '[removed]',\n",
       " 'Is today the day I get to rage at Gareth Southgate',\n",
       " 'Kante > kimmich',\n",
       " \"Hakimi's probably already the greatest African fullback of all time, right? Feels like a traditionally weak position for the continent.\\n\\nWill give a stab at an African all-time XI:\\n\\n...........................N'Kono\\n\\nLauren......Koulibaly.........Toure..........Hakimi\\n\\n...............Toure......Essien......Abedi Pele\\n\\n...............Salah........Eto'o.......Mane\",\n",
       " '[deleted]',\n",
       " 'Chelsea apparently want £40million for Abraham. Is he worth that much? He’s, at best, the 6th choice striker for England. I know English tax bumps the price up but who would pay that? Arsenal? Villa? Spurs?',\n",
       " 'Anybody posted the Evra video yet?',\n",
       " 'Rumours from Villa is that they will consider selling Grealish for 120M £\\n\\n\\nIs he really that good bro be worth 120 Million ?',\n",
       " 'Who are some of the potential top level players in the U21’s?  I’m sure France has quite a few but who else?\\n\\nEdit: Looking at the France team and wow they are absolutely loaded..',\n",
       " 'Ten Hag at Spurs is a disaster waiting to happen',\n",
       " 'Im a casual fan: How do the club competitions in the world rank in terms of importance? I kno that World Cup is the most important overall but how do others like champions league, Europa etc rank? And in terms of talent/level of competition, how do the different leagues compare?',\n",
       " 'Who are the best young English managers',\n",
       " \"Are Agüero's 5m€ wages gross or net?\",\n",
       " \"Didn't Torres have some big announcement on Friday lol\\n\\nWas it just some advertising bs? Bet it was\\n\\nThat or he's joining the NFL\",\n",
       " 'Aguero to Barcelona...sensible or not?',\n",
       " 'Curses, how do they even work.',\n",
       " 'Is Bellerin in the squad?',\n",
       " 'How many fans will be allowed at the Wembley games during the Euros?',\n",
       " \"How do you rate Sterling's time at City so far?\",\n",
       " 'Who’s gonna be england Starting and sub Center back?',\n",
       " 'Stengs impressing rn',\n",
       " 'Any good matches tonight? International friendlies maybe?',\n",
       " 'Rank these 5\\n\\nJota, Rashford, Werner, Sterling and Aubameyang',\n",
       " 'what happened to Romagnoli?',\n",
       " 'France, do something.',\n",
       " 'Stengs masterclass',\n",
       " 'Is Moukoko able to play? Would make this tournament worthwhile',\n",
       " \"Justin Bijlow showing why it's so stupid he didn't make the main squad, great performance from him.\",\n",
       " 'Puado scores. Love goals like this',\n",
       " 'This Dany Mota kid is balling tonight. Set for a hattrick now',\n",
       " '!flair :Portugal:',\n",
       " \"I just realized Maddison isn't in Southgate's 33 player squad. What happened to him??\",\n",
       " '!flair :England:',\n",
       " 'what did Griezmann [adlib at 2:24](https://youtu.be/wW2n3umJuaE)?',\n",
       " '[removed]',\n",
       " '[removed]',\n",
       " '[removed]',\n",
       " 'All Utd fans should stop supporting Man Utd if rumors of signing Ronaldo is true. Absolutely pathetic club trying to rinse fans because they have 3 new kits on hold and need a good pr before they drop the promotional video',\n",
       " 'Nobody will buy sterling not even relegation PL side. Hope this helps.',\n",
       " 'Was Kante the best player in 2020-21 Champions League? \\n\\nCan you think of someone else contending?',\n",
       " 'funny seeing people make fun of aguero for being 33 while all your favorite strikers are the same age lol',\n",
       " 'Daily reminder that Werner completely did Dias for Havertz’s goal. Reminded me of the way Drogba would pull defenders away with his movement between the lines.',\n",
       " 'First!',\n",
       " 'Prime Suarez is what people thought Rooney would become. Funny how players develop, huh? Imagine telling someone back in 08 that Suarez would become twice the player Rooney ever was.',\n",
       " \"EPL quality is insane you usually don't see players like Grealish playing for midtable clubs in other leauges.\",\n",
       " 'Perez needs to deliver with a great coach and/or Mbappe or many fans will turn on him including me a bit.',\n",
       " \"Do you think Chelsea will match our feat of 3 UCL's in a row?\\n\\n\\nThey seem unscoreable against\",\n",
       " '[deleted]',\n",
       " 'Judge me on my (n+1) season',\n",
       " 'Who was the best #9 in history?\\n\\n- Marco Van Basten\\n\\n- Ronaldo\\n\\n- Gerd Muller\\n\\n- Steve Sidwell',\n",
       " 'Man. Trent not being called up for the euros makes me sad. He deserves to go',\n",
       " 'I wanted Aguero back in 2009. First time i saw him i said \" this dude has Barca DNA\" but we were unfortunate and couldnt get him. Now he is a Barca player as it should be.',\n",
       " 'Is Bundassliga tax a thing still?',\n",
       " 'SANCHOOOOOOO YESSSS',\n",
       " 'As soon as Weigl to Chelsea rumours pop up Benfica flairs don’t rate him all of a sudden. Release a Weigl to City rumour and he’ll be world class again in an instant',\n",
       " \"GREENWOOD GETTING LEFT OUT TOO? Does this guy think he is the French manager? Or the England manager. I honestly don't know how y'all in England do it with all this disappointment. I'll still back the Lions, but bloody hell.\",\n",
       " 'CHAMPIONS OF EUROPE WE KNOW WHAT WE ARE',\n",
       " 'I really need Rashford to be dropped from final euros squad. It will only motivate him to make football his primary focus again.',\n",
       " \"Can anyone tell me why do Barcalona fans support Manchester city so much? I don't understand but before the final it was literally Barca and City fans circlejerking each others on every social media platform. And when City lost Barca fans were post as if they lost the final. I don't understand why. Can any Barca fan explain?\",\n",
       " '!flair :Chelsea:',\n",
       " '!flair :FC_Barcelona:',\n",
       " \"Super League is cancer and product of pure greed but I don't think there is any real reason to punish the clubs. If anything, a ruling in UEFA's favor would further cement the unescapable monopoly that UEFA has on football.\",\n",
       " \"Rate Foden Grealish Sterling and Rashford as England's best Left wingers. Only 2 of them can make the euros squad as well.\",\n",
       " 'Jolly ranchers, pop rocks, nerds, or nerd ropes? ... GO!',\n",
       " '[removed]',\n",
       " '[deleted]',\n",
       " 'What happened to the xG philosophy on Twitter? Was off it for a couple of days and now they’re apologising for stuff?',\n",
       " 'Worst possible UCL group?',\n",
       " 'Calling all Neutral fans ahead of Euro 2020, who are you choosing to support and why?',\n",
       " 'Had Mourinho not said yes to Roma, do you think he would be the new Inter manager ?',\n",
       " 'How does CONMEBOL intend to fit a Copa America and World Cup qualifying into this international window?',\n",
       " \"[John de Wolf and the Netherlands' worst football commentator are starring in a commercial for Rotterdam local-ish grillroom chain De Beren. It's about as cheesy as the burger they're selling.](https://www.youtube.com/watch?v=8qcGVUPxKDU)\",\n",
       " 'Aouar or camavinga?',\n",
       " '[deleted]',\n",
       " 'Maouassa and Konate were at fault for those goals in all honestly, can’t be that slow trying to set offsides traps.',\n",
       " '15 minutes before pens in the other U21 Spain going home too?',\n",
       " \"I hope the France U21's defeat will be a lesson for the senior team. Even with a great squad, nothing is guaranteed. We must learn from this game.\",\n",
       " 'So the u21 Euros have been pretty fun this KO stage lol',\n",
       " 'Obsessed with finding rare/unique shirts online. I currently have one Vissel Kobe shirt and an old FCN shirt in the mail for about 20 bucks a piece from eBay.\\n\\nAnyone have any good places to find more of these?',\n",
       " 'Would Hakimi be a good signing for city, I feel he could add a different dimension to them since I think they’ve missed the pace and directness since Sane has gone. City also have no plan b in that regards which I think someone like that could be helpful',\n",
       " '!flair :Croatia:',\n",
       " '!flair :England:',\n",
       " 'People like him must be stopped\\n\\n#TRUE BALD LIVES MATTER',\n",
       " 'And he cheats at cards, the bastard.',\n",
       " 'Saw someone on tiktok claiming that he doesnt take any wages smh',\n",
       " \"Lamps as well if I'm not mistaken\",\n",
       " 'He really isn’t active on social media. He was also the last player to post a goodbye when Zidane resigned so don’t take it personally.',\n",
       " 'He may have congratulated the team and players in private. Not everything has to be on social media',\n",
       " \"Yeah. Eden played it safe tbh with the recent shit how. However we all know he's Chels, don't need him to say it out loud.\",\n",
       " \"If Moukoko is so good, how come there's no Moukoko 2?\",\n",
       " 'I think he is past it. Basically Freddy Adu really',\n",
       " 'Kane joins Dortmund and we get Kane vs Lewandowski truly next year',\n",
       " 'Amazing point lol',\n",
       " \"I just hope it doesnt have a negative effect on squad morale, as it's done before\",\n",
       " 'Hmm perhaps he will bond with the Man United lads as a result..',\n",
       " 'Spanish media are blood hounds',\n",
       " 'would you have preferred *Hitrapper and artist of the century, DaBaby?*',\n",
       " 'Should’ve got Dua Lipa\\n\\nWhole of r/soccer would’ve turned up for the match.',\n",
       " 'I didnt see it, but pretty much every comment in the DD was shitting on it at the time.',\n",
       " 'Oh my goodness I wanted that to end so bad',\n",
       " 'I’ll own up to it. \\n\\nI just don’t believe he can lead us to glory. The way he set us up in the last Nations League was beyond cowardly.',\n",
       " 'he’d still be a cunt who came thru the palace academy no matter what he brings home 👊',\n",
       " 'I will not delete them and take the L',\n",
       " \"Only way he's bringing anything home is if he becomes Steve Clarke's assistant\",\n",
       " \"I'm pretty convinced we'll top the group before being knocked out in the last 16 against whoever the runners up of group F are\",\n",
       " 'I will build a time machine, go back in time and force the younger version of me who called him a wanker for missing that pen to apologise on video.',\n",
       " 'In a heartbeat',\n",
       " \"I don't have anything to delete. Southgate will bring us the trophy with his tactics mark my words\",\n",
       " 'I’ll be deleting mine instantly',\n",
       " 'I am happy to be proven wrong.\\n\\nBut I don’t think England has a cat in hells chance. I would a be more confident if we had a more tactically astute manager such as Mancini for example.',\n",
       " 'The only thing he is bringing home is the disappointed faces of the players and him when they crash out of the euros in the first knockout round',\n",
       " 'You will not believe the speed with which I will delete the abuse',\n",
       " 'If you give it out you got to take it so I’ll take the flack if it happens, But it isn’t coming home as he is absolutely shite.',\n",
       " 'Going out in the group stage after Modric, Soucek and Tierney masterclasses 👍',\n",
       " 'He won’t 👍',\n",
       " 'How quickly will people delete their Arteta slander if he wins the PL?\\n\\nWe can all make up random impossible scenarios and sound smart for it',\n",
       " 'mate as a Southsexual I will be so loud if he wins it for us. Most unfairly criticised manager in the world',\n",
       " \"It's the natural cycle of a lot of these superteams. Either the minutes catch up on their legs or players end up seeking playing time elsewhere.\",\n",
       " \"I assume most stay happy because they get to win a ton of trophies and get to play under probably the best current manager in the world. That said it's still a little surprising some of these amazing players would settle for rotation. Maybe it's a characteristic Pep looks for when buying players.\",\n",
       " '>I always wondered how Pep kept all his players happy\\n\\nhttps://youtu.be/rLc4m6L91yI',\n",
       " \"I've always wondered that too. You can probably get a top player to be happy with being a fringe player for a couple of years as you win league titles and cups but Sterling has 3 league titles now. Obviously he'd love to win more but I think the relative value of having another medal vs playing consistently has changed a bit over the last year or two for him. \\n\\nThat's always one of the challenges with building a top squad that can compete in multiple competitions. You need to have players on the bench who could be starting at another top club. They might be ok for a while because of the trophies and because they think they can break into the starting lineup. But eventually you're either going to have to move them on and bring in another top player, or you're going to have to start giving them more minutes, most likely annoying another player in the process. \\n\\nOr you can get lucky with players like Milner who is happy with limted gametime.\",\n",
       " \"Well it's understandable when they hadn't won much in their careers, even being bit-part rotation options in an incredible City team seems great. Situation's different now, obviously.\",\n",
       " \"Let's just not talk about the debt, poor european results in most seasons, bad domestic results of the past years and the criminal piece of shit that is in charge of the club 😎\",\n",
       " 'Do you know I was completely against getting rid of away goals but you may have found the reason to completely change my mind',\n",
       " 'Is a rule being changed??',\n",
       " 'Lmao',\n",
       " 'I like those fantasy games. I once got like top 200 in the Kicker interactive manager game for the bundesliga. Probably was a bit of a fluke though, as i never again got even close to that. But i did put a lot of effort into my squad that season.',\n",
       " \"Fancy sharing any picks I'm completely lost\",\n",
       " 'is there a prize?',\n",
       " ' https://en.m.wikipedia.org/wiki/Recency_bias',\n",
       " 'Time only stretches as far back as the last match played',\n",
       " 'Goal have him at number 1. 4 games...',\n",
       " 'You do realise we’re only in May? \\n\\nIf you were to reward the Ballon D’or based on the year so far, then Kante wouldn’t deserve it but that’s not say he could win it if the rest of the year he performs to a high level.',\n",
       " \"No chance he'll win it considering the mediocre league campaign he's had. Even if France win the Euros, he hasn't done enough for it. People are just chatting shit on IG, nothing new.\",\n",
       " 'its because kante hype is over the moon atm since CL final was only like a day ago, it will go down in a few days.\\n\\nPersonally I think if he wins euros with France and Chelsea can finally win the godamn supercup and CWC (and decent start in PL offcourse) with kante doing what he does best then he will win it. Lots of “ifs” here, but again, if he wins all that, then he has to be the favourite.\\n\\nBut as it stands I don’t think he is undisputed, Lewandowski has a very good chance with a record smashing season.',\n",
       " \"He's a destroyer of football and he needs to be banished\",\n",
       " 'reddit is an american english speaking website so you won’t get many perez fans here, but let me tell you that in spain it’s absurd how popular he is. there is no chance he ever leaves his post unless it’s of his own volition',\n",
       " 'Madrid fans Support Perez than Zidane lmao',\n",
       " \"fans will turn but the general opinion is also that he's the best man to take the club forward as he has done since 2009, there's certainly a lot of bitterness over zidane and it can only be made up by a good window and a good manager appointment\",\n",
       " 'The talent overflow from France and which European/African countries benefit from it is something I think will be interesting in the coming years. You could argue that Laporte already started it.',\n",
       " \"He's injured isn't he? Otherwise he would've made it?\\n\\nHe was part of the March squad and did play a game.\",\n",
       " \"He's injured.....\",\n",
       " 'Which is ironic considering how many of those moaning fans have ever stepped foot in Manchester',\n",
       " 'So they start out at -6 points in the 2.Bundesliga. That has to be rock bottom for them right?',\n",
       " 'Why?',\n",
       " \"Finland [1] - 0 England (Teemu Pukki 90+7') Euro 2020 Final\",\n",
       " 'Most countries have red in their flag, especially the big ones. Portugal, Spain, France, England, Belgium, Germany, Italy',\n",
       " 'Uh oh',\n",
       " '**Top 10 biggest sellers**\\n\\n>1) Benfica - €1.02bn\\n\\n>2) Atletico Madrid - €1.01bn\\n\\n>3) Chelsea - €968m\\n\\n>4) Juve - €963m\\n\\n>5) AS Monaco - €946m\\n\\n>6) FC Barcelona - €896m\\n\\n>7) AS Roma - €846m\\n\\n>8) Real Madrid - €830m\\n\\n>9) Dortmund - €766m\\n\\n>10) FC Porto - €751m',\n",
       " 'Villa on this list even with 3 seasons in the championship lol',\n",
       " 'Everton really spent more than Bayern',\n",
       " 'Madrid with 240m net spend over 10 years. Pretty good',\n",
       " 'united and everton hahhahahahhaha',\n",
       " 'Bayern is the best run club.',\n",
       " 'Same. When the Netherlands score the winner I was screaming so loud.\\n\\n\\nSpain was close to losing too :(',\n",
       " 'Netherlands winning gives me depression',\n",
       " \"I wouldn't expect more from that greedy bastard tbh\",\n",
       " \"Not disputing if it was leaked or not, but what is so unreasonable/surprising about that though? People would have thought that regardless really, it's not like Madrid were in a group of death.\",\n",
       " 'I’m pretty sure the leaks were coming from Jose Angel Sanchez not Perez. Still he should’ve had Zidane’s back and controlled his right hand man.',\n",
       " \"Because he is Romano's understudy\",\n",
       " 'All you need to do is to stay alive until 2063 when the Bela Guttman curse ends.',\n",
       " 'Maybe in a year or two with the power of extremely old free agents. Imagine 45 year old Buffon captaining you to the title with 35 y/o Otamendi and 38 y/o Chiellini in front of him.',\n",
       " '>Wish we could win the CL once in my lifetime\\n\\nAll we need is a Russian Oligarch to take a liking of our club.',\n",
       " 'It will never happen anymore, sorry to say that. Or maybe if the Saudis or Bahrein want to invest',\n",
       " 'Not even the best player in his team this season',\n",
       " 'So? It’s not like the award is gonna be given tomorrow. It’s calendar year, so I don’t see anything wrong with him starting to get shouts for it in May. No one talked about Modric winming it until the World Cup semis. If Kante is great in the Euros he’s definitely a candidate.',\n",
       " \"Tbf there's a big difference between thinking he COULD get the ballon d'or and thinking he SHOULD get the ballon d'or. The award has proven to be arbitrarily based on winning the CL and/or the year's international tournament. \\n\\nIf France wins the Euros and we start next season well enough, he'll probably win it. Doesn't mean he'll necessarily deserve it, but that's just how the award is: recency bias and trophy haul. Otherwise Messi would've won every single one in the past decade  because anyone who watches him play can tell he's always the best player on the planet\",\n",
       " 'What was her name lad',\n",
       " 'and you know she will be happy with someone else that treats her right.',\n",
       " '😭If you can read this, I regret all of it and I am sorry.',\n",
       " 'You forgot to add that it was against Buffon of all people',\n",
       " \"On one hand, we were denied an utterly genius ending to an all time great's career\\n\\nOn the other, it's that kind of shithousing adds that different flavor to international football and the World Cup\",\n",
       " 'Against Buffon. Got to admire his courage.',\n",
       " 'Balls of ~~steel~~ titanium',\n",
       " 'Not that insane compared to what he did after.',\n",
       " 'And got a red card for headbutting someone',\n",
       " \"The press were just asking about Bale's future and Hazard and when Mbappe will come\",\n",
       " \"They are but it's the fans who keep those clowns in business by reading all the shit they write.\",\n",
       " 'That El Chiringuito is the grimmest thing I’ve seen from the Spanish media. The dramatic music and close up over hazard after the Chelsea game. They’re nuts',\n",
       " 'I love Zidane, he\\'s amazing, and there\\'s no denying the press are very toxic. But on this one, he shares some of the blame. Anytime he was asked about tactics he would just give some variation of \"we have to work hard\", \"we know we\\'re going to suffer\", or \"this game is a final\". He famously avoided talking about things like that. \\n\\nSo it\\'s not surprising that journalists didn\\'t ask as much about things on the pitch as his career advanced.\\n\\nThat\\'s not to say the questions about Bale, his sacking, etc. were fair, but it\\'s tough to say he would\\'ve talked about it if they asked.',\n",
       " 'He *is* stealing a living tbf',\n",
       " 'I have no idea what their saying, but I love how the music and presentation immediately makes me feel like this is a Brass eye sketch.',\n",
       " 'About time someone said it. \\n\\nThey’re treating him like a down syndrome toddler that stumbled his way into great teams and performed well. So annoying',\n",
       " 'Similar things has been said about Son until he kicked rudiger in the chest',\n",
       " 'It’s really weird and I don’t think it’s just random fans, seems some in the media are falling for it too. \\n\\nOn yesterday’s Totally Show Daniel Storey fawned over what an incredible and humble human being Kante is, to a truly uncomfortable degree. His evidence for Kante’s humility was that he didn’t kiss the trophy when walking by it despite some (but not all) of his teammates doing so. \\n\\nIt struck me listening to it that I’ve literally never heard Kante speak, and can’t really think of any interviews he’s given. I’m sure he’s perfectly fine, but people are projecting this Mother Theresa-like personality onto him when he’s provided us with little or no insight into his actual personality or life away from football.',\n",
       " \"My un PC theory is he's on the spectrum and people on here can relate to him a lot.\",\n",
       " \"Are you saying Neves can't play false 9?\",\n",
       " '*fan voted*',\n",
       " 'Crazy accomplishment',\n",
       " 'Up the Hash',\n",
       " 'They can pull a Costa Rica in World Cup 2014. Finish top of a group full of top nations.',\n",
       " '[deleted]',\n",
       " \"Donnarumma didn't need to do anything against Juve, they were abysmal\",\n",
       " 'Dollarama speaks loudest',\n",
       " \"You got a better keeper, don't let it eat you up.\",\n",
       " \"I'd be happy to read it. There are not many games or threads to bury it either so that can help a lot more with viewing numbers as well. This type of local insight is what makes this sub special and such contribution is very well appreciated by everyone imo.\",\n",
       " \"Please do it. I wouldn't mind something good to read in this thread besides the usual pointless comparisons between players that usually don't even have anything in common.\",\n",
       " 'Yes please, would be interesting read that',\n",
       " 'Please do, I love stories like this.',\n",
       " 'Good business at the time but selling Martinez seems like a massive mistake. He ticks all the boxes Arteta needs in a keeper.',\n",
       " 'Courtois is good on the ball.\\n\\nDepends on the system',\n",
       " \"They definitely do imo. Courtois is alright on the ball, maybe I overrate him a little in this department following Cech but he's decent. This has been my opinion on Leno for ages. Elite shot stopper but not an elite keeper, due to his distribution. You can get top 4 with him, but not win the league.\",\n",
       " 'Not at all. Handanovic is nothing amazing on the ball nor is Oblak. If you have a smart cb pairing who can handle the ball at their feet I think it can cover for a keepers lack of ball control.',\n",
       " 'Mendy isn’t really secure on the ball though, City forced a couple errors by him(not serious errors but he cunted the ball out of the pitch). The goal came from his pass to chilwell, true, but generally, he’s not good at the ball',\n",
       " 'De Gea won the premier league? And would’ve gone very very close to winning the UCL if we weren’t robbed vs Madrid',\n",
       " 'Sancho plays insanely well when paired with attacking minded full back, he’s measurably worse when not paired with Guerreiro (or Hakimi last season)',\n",
       " 'That’s if either of them even start',\n",
       " 'Sancho links up well with creative rbs',\n",
       " 'Planning to go down full meltdown myself',\n",
       " 'What was said?',\n",
       " 'Trying to work out who you support gave him brain cancer. Also trying to copy 17 year olds for clout on a footy forum 😹',\n",
       " 'As a fan of a big premier league club this hurts',\n",
       " 'The death of u/abedtime really weakened the obnoxiousness of Lyon fans on this subreddit',\n",
       " \"I guess I'll have to step up my game then.\",\n",
       " 'Tears to my eye, god save the Queen',\n",
       " \"There's a really annoying NEC fan as well with awful takes\\n\\nNot sure if you know him\",\n",
       " 'Anyone who supports an ESL club bothers dogs',\n",
       " 'It’s one of the few places where we beat the big two Spanish giants fans.',\n",
       " 'Poetic',\n",
       " 'I for one was looking forward to the joint celebration where the players join hands and chant ‘Thank you Carlos’',\n",
       " \"It's bizarre to me as well, because you can absolutely say he's charismatic and looks friendly or whatever without infantilizing the fuck out of him\",\n",
       " 'He’s no Lamptey to be fair',\n",
       " \"Mr Rogers was adorable at 50 what's your point\",\n",
       " \"Well done, a true pom right here. This is how you're supposed to take it, not PMing people and accusing them of xenophobia 👍\",\n",
       " 'As long as there are people who support it, a football club is never irrelevant',\n",
       " \"Carlo shares his part of blame for results, but between the players, injuries and some bad luck in matches, I wouldnt expect anyone else to do much better. Lots of competition between us and teams competing for Europe too, 59 points would have gotten European football in previous seasons.\\n\\nNext season will be a big one for him as he'll be getting backed again and hopefully we get a lot closer to clearing the squad out of the useless cunts.\",\n",
       " 'Rafa?',\n",
       " 'Of course there are. You you could end up better off with a young manager ready to make a name for himself rather than a rigid old-guard style manager. You won’t get the prestige to sign a James Rodriguez level player back anytime soon though.',\n",
       " 'Maybe you could get Potter? That would be quite interesting imo.',\n",
       " 'Potter would be a good fit',\n",
       " 'there are many, you have the resources, fan numbers and history to pull in good players, win some cups and you can pull in great players, no reason you couldn’t end up a CL regular like spurs with the right man\\n\\nlampard building a squad from the ground up given a few years could do something like that imo, nuno, potter, howe, basically someone who might take a few risks could easily produce solid results',\n",
       " 'Give Poch the keys to the house?',\n",
       " 'theres different types of defenders. some go in for the tackle most of the time, while others will wait for the attacker to make a mistake. defenders are almost impossible to judge by stats alone.',\n",
       " 'Honestly no one has ever really known what stats to use for center backs',\n",
       " 'Not really a black and white thing\\n\\nIdeally your defender is good enough at decision making and can see attacks building up to keep himself in a good position, *but* in the event that shit hits the fan you need someone who can make clean last ditch tackles',\n",
       " 'Maldini agrees with you',\n",
       " 'Depends on the defenders role. If they’re supposed to get ahead of the line and close down attackers, then tackle statistics are useful. If the defender is tasked to absorb pressure then you’re probably better using blocks/defensive headers etc',\n",
       " 'England vs themselves',\n",
       " \"Scotland - England \\n\\nItaly - Germany\\n\\nMost here won't care but India - Pakistan.\",\n",
       " \"Well' let's be honest. Those matches are nothing compared to Balkan matchups lol.\",\n",
       " 'France Italy',\n",
       " 'Somebody below mentioned the balkan rivalries being the most fierce. In the spirit of the lineups that are actually allowed to take place, Croatia-Serbia',\n",
       " 'Russia and Ukraine  \\nAlbania and Kosovo',\n",
       " 'Netherlands - Belgium? Idk\\n\\nScotland - England\\n\\nUSA - Mexico\\n\\nAustria - Hungary',\n",
       " 'Scotland - England',\n",
       " 'I thought Portugal vs Spain was there as well.',\n",
       " 'As Groundskeeper Willie said, Scotland vs Everyone who kicks a ball.',\n",
       " ...]"
      ]
     },
     "execution_count": 12,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "post_comments"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "resident-restaurant",
   "metadata": {},
   "source": [
    "## Creating a pandas DataFrame of the comments, and storing it in a .csv file"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "invalid-ranch",
   "metadata": {},
   "source": [
    "This is **OPTIONAL**. As comments can change, it is nice to keep a copy of the extracted comments locally. However it is not necessary."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "educational-reaction",
   "metadata": {},
   "outputs": [],
   "source": [
    "df = pd.DataFrame(post_comments)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "needed-today",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.to_csv('reddit_comments.csv',index = False)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "natural-salad",
   "metadata": {},
   "source": [
    "## Trying out Sentiment Analysis with TextBlob"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "forbidden-corpus",
   "metadata": {},
   "source": [
    "Given that we have the comments in hand, let's try out sentiment analysis on them.  \n",
    "  \n",
    "For that, we use the *textblob* library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "immune-horizontal",
   "metadata": {},
   "outputs": [],
   "source": [
    "from textblob import TextBlob"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "raising-shakespeare",
   "metadata": {},
   "outputs": [],
   "source": [
    "import numpy as np"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "aerial-samoa",
   "metadata": {},
   "outputs": [],
   "source": [
    "df['Sentiment'] = np.nan"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "determined-objective",
   "metadata": {},
   "outputs": [],
   "source": [
    "df.columns = ['Comment','Sentiment']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "varying-jaguar",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
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       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comment</th>\n",
       "      <th>Sentiment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
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       "      <td>NaN</td>\n",
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       "      <td>Even Courtois congratulated us on Twitter for ...</td>\n",
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       "    <tr>\n",
       "      <th>...</th>\n",
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       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5973</th>\n",
       "      <td>Righttttt</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5974</th>\n",
       "      <td>As I said, I apologised for a generalisation a...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5975</th>\n",
       "      <td>&gt;They are not even close to the same situation...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5976</th>\n",
       "      <td>Lmao, consciously ignoring my argument because...</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5977</th>\n",
       "      <td>I'm not wrong though.</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>5978 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Comment  Sentiment\n",
       "0     Stop calling Kante cute. He is bald out of cho...        NaN\n",
       "1     Even Courtois congratulated us on Twitter for ...        NaN\n",
       "2     Why hasn't Moukoko won us a World Cup yet? Wha...        NaN\n",
       "3     The Euros 2020 locker room experience is gonna...        NaN\n",
       "4      Guardiola mourinho and now zidane. All coache...        NaN\n",
       "...                                                 ...        ...\n",
       "5973                                          Righttttt        NaN\n",
       "5974  As I said, I apologised for a generalisation a...        NaN\n",
       "5975  >They are not even close to the same situation...        NaN\n",
       "5976  Lmao, consciously ignoring my argument because...        NaN\n",
       "5977                              I'm not wrong though.        NaN\n",
       "\n",
       "[5978 rows x 2 columns]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "reduced-refund",
   "metadata": {},
   "source": [
    "We can going to assign the *Sentiment* value to each comment, using the following for loop."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "loving-beauty",
   "metadata": {},
   "outputs": [],
   "source": [
    "for index, row in df.iterrows():\n",
    "    comment_polarity = TextBlob(row['Comment']).sentiment.polarity\n",
    "    df.at[index,'Sentiment'] = comment_polarity"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "circular-convertible",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "    }\n",
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       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Comment</th>\n",
       "      <th>Sentiment</th>\n",
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       "  <tbody>\n",
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       "      <th>5974</th>\n",
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       "      <td>&gt;They are not even close to the same situation...</td>\n",
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       "      <td>Lmao, consciously ignoring my argument because...</td>\n",
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       "      <th>5977</th>\n",
       "      <td>I'm not wrong though.</td>\n",
       "      <td>0.250000</td>\n",
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       "  </tbody>\n",
       "</table>\n",
       "<p>5978 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Comment  Sentiment\n",
       "0     Stop calling Kante cute. He is bald out of cho...   0.500000\n",
       "1     Even Courtois congratulated us on Twitter for ...  -0.050000\n",
       "2     Why hasn't Moukoko won us a World Cup yet? Wha...  -0.600000\n",
       "3     The Euros 2020 locker room experience is gonna...   0.525000\n",
       "4      Guardiola mourinho and now zidane. All coache...  -0.357143\n",
       "...                                                 ...        ...\n",
       "5973                                          Righttttt   0.000000\n",
       "5974  As I said, I apologised for a generalisation a...  -0.402083\n",
       "5975  >They are not even close to the same situation...   0.000000\n",
       "5976  Lmao, consciously ignoring my argument because...  -0.150000\n",
       "5977                              I'm not wrong though.   0.250000\n",
       "\n",
       "[5978 rows x 2 columns]"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "competitive-pixel",
   "metadata": {},
   "source": [
    "Now we have the *Sentiment* value assigned to each comment. But there is another problem.  \n",
    "  \n",
    "Sentiment Analysis using TextBlob is a great tool, but it is not perfect. It will not recognise each and every word, especially in social media comments like this where spelling mistakes and slang are very much possible. Such unrecognised words are given the sentiment value of 0.  \n",
    "  \n",
    "Therefore for the sake of convenience, we are going to ignore any comments with the sentiment value of 0. This is a very crude method, but it will do the job here."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "completed-reggae",
   "metadata": {},
   "outputs": [],
   "source": [
    "unwanted_index = []"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "caroline-eclipse",
   "metadata": {},
   "outputs": [],
   "source": [
    "for index,row in df.iterrows():\n",
    "    if row['Sentiment'] == 0.0:\n",
    "        unwanted_index.append(index)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "nutritional-prior",
   "metadata": {},
   "source": [
    "The indices of the comments with 0 sentiment value are stored in the list *unwanted_index*. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "talented-thanksgiving",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2147"
      ]
     },
     "execution_count": 24,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "len(unwanted_index)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "through-phenomenon",
   "metadata": {},
   "source": [
    "This shows that 2147 out of nearly 6000 comments had 0 sentiment value, and will thus be removed. Although the remaining 3500+ comments are more than enough for our analysis, the large number of rejected comments show the imperfection of our method. For a more formal or important purpose, some other way must be found to ensure both data accuracy, as well as minimise rejection of data."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "meaningful-parking",
   "metadata": {},
   "outputs": [],
   "source": [
    "final_data = df.drop(unwanted_index)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "thousand-contractor",
   "metadata": {},
   "outputs": [
    {
     "data": {
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       "    </tr>\n",
       "    <tr>\n",
       "      <th>5971</th>\n",
       "      <td>Learn to be less arrogant and accept your losses.</td>\n",
       "      <td>-0.166667</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5972</th>\n",
       "      <td>I'm not carrying on, I'm pointing out how you'...</td>\n",
       "      <td>-0.700000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5974</th>\n",
       "      <td>As I said, I apologised for a generalisation a...</td>\n",
       "      <td>-0.402083</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5976</th>\n",
       "      <td>Lmao, consciously ignoring my argument because...</td>\n",
       "      <td>-0.150000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5977</th>\n",
       "      <td>I'm not wrong though.</td>\n",
       "      <td>0.250000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>3831 rows × 2 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "                                                Comment  Sentiment\n",
       "0     Stop calling Kante cute. He is bald out of cho...   0.500000\n",
       "1     Even Courtois congratulated us on Twitter for ...  -0.050000\n",
       "2     Why hasn't Moukoko won us a World Cup yet? Wha...  -0.600000\n",
       "3     The Euros 2020 locker room experience is gonna...   0.525000\n",
       "4      Guardiola mourinho and now zidane. All coache...  -0.357143\n",
       "...                                                 ...        ...\n",
       "5971  Learn to be less arrogant and accept your losses.  -0.166667\n",
       "5972  I'm not carrying on, I'm pointing out how you'...  -0.700000\n",
       "5974  As I said, I apologised for a generalisation a...  -0.402083\n",
       "5976  Lmao, consciously ignoring my argument because...  -0.150000\n",
       "5977                              I'm not wrong though.   0.250000\n",
       "\n",
       "[3831 rows x 2 columns]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_data"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "narrative-japanese",
   "metadata": {},
   "source": [
    "The following step is also **OPTIONAL**."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "pending-collar",
   "metadata": {},
   "outputs": [],
   "source": [
    "final_data.to_csv('reddit_comments_with_sentiment.csv',index = False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "democratic-delivery",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Sentiment</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>3831.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>0.158698</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>0.337937</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>-1.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>-0.041288</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>0.175000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>0.355134</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>1.000000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Sentiment\n",
       "count  3831.000000\n",
       "mean      0.158698\n",
       "std       0.337937\n",
       "min      -1.000000\n",
       "25%      -0.041288\n",
       "50%       0.175000\n",
       "75%       0.355134\n",
       "max       1.000000"
      ]
     },
     "execution_count": 28,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "final_data.describe()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ultimate-municipality",
   "metadata": {},
   "source": [
    "Let's find out the number of positive and negative comments."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "attended-service",
   "metadata": {},
   "outputs": [],
   "source": [
    "positive_count = 0\n",
    "negative_count = 0"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "antique-exhaust",
   "metadata": {},
   "outputs": [],
   "source": [
    "for index, row in final_data.iterrows():\n",
    "    if row['Sentiment'] > 0:\n",
    "        positive_count += 1\n",
    "    elif row['Sentiment'] < 0:\n",
    "        negative_count += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "developmental-tours",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(2763, 1068)"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "positive_count, negative_count"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "sophisticated-disability",
   "metadata": {},
   "source": [
    "We can see that TextBlob says that there are 2763 positive comments, and 1068 negative comments.  \n",
    "  \n",
    "Now let's show this sentiment value distribution in a graphical manner, using the *seaborn* library."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "caroline-barcelona",
   "metadata": {},
   "outputs": [],
   "source": [
    "import seaborn as sns"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "sound-mouse",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<seaborn.axisgrid.FacetGrid at 0x19aa1c5a610>"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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pqprauHFjD5VJ0niMO4DvTrIJoPu5s2vfDhw8tNxBXZskrVnjDuCtwOnd9OnAJ4faX9WNhngq8F37fyWtdb31ASf5GIMv3B6Z5C7gbcC7gEuSnAF8AzipW/wK4HhgGvgB8Jq+6pKkSdHnKIhT55n1nDmWLeCsvmqRNP+oBUcstONNOaV1Yr5RC45YaMdTkSWpEQNYkhoxgCWpEQNYkhoxgCWpEQNYkhpxGJqksTrhpSezY+beB7Svx/HIBrCksdoxc6/jkTt2QUhSIx4BS1rV5uvSgMnv1jCAJa1q83VpwOR3a9gFIUmNGMCS1IgBLEmNGMCS1IhfwsmB8VIjBrAcGC81YheEJDViAEtSI3ZBaMWt5jOTpHEygLXiVvOZSdI42QUhSY0YwJLUiF0Qmtdt09NMPfPYOefZlystnwGsee2q2Jcr9cguCElqxACWpEYMYElqxD5gSRoyzhOJmgRwkjuA7wH3A7uqairJBuBi4FDgDuCkqvp2i/okrV/jPJGoZRfEs6tqc1VNdc/fDFxVVUcAV3XPJWnNmqQ+4BOBC7rpC4AXtStFkvrXKoAL+KskX0hyZtd2QFXt6Ka/CRww14pJzkyyLcm2mZmZcdQqSb1o9SXcL1fV9iQ/C1yZ5O+HZ1ZVJam5VqyqLcAWgKmpqTmXkdTWQmdR3nb7HRw+5nomVZMArqrt3c+dST4BHAXcnWRTVe1IsgnY2aI2Scu30FmUX33bK8ZczeQaexdEkp9K8vDZaeB5wE3AVuD0brHTgU+OuzZJGqcWR8AHAJ9IMrv9P6uqTyf5O+CSJGcA3wBOalCbJI3N2AO4qm4DfnGO9m8Bzxl3PZLUyiQNQ5OkdcUAlqRGDGBJasQAlqRGvBqatM550kQ7BrC0znnSRDt2QUhSIwawJDViF4TGar7+RvsatR4ZwBqr+fob7WvUemQAT6Bx3pNKUjsG8AQa5z2pJLXjl3CS1IhHwGuIXRfS6mIAryF2XUiri10QktTIujwC9k91SZNgXQawf6pLmgTrMoC1fF5BS1o+A1hL4hW0pOUzgHtmf7Ok+RjAPbO/WdJ8DGBJE2+hvyRX83cOBrCkibfQX5Kr+TsHT8SQpEYMYElqxC6Ihrw7hLS+GcANLeXuEJ4AIY1uvn8vkzIE1ABeZTwBQhrdfP9e/urt/2YiDmQM4HXCI2fpxyblQGbiAjjJccD7gL2AD1bVuxqXtCZMyi+cpB+bqFEQSfYC/gvwAuBI4NQkR7atSpL6MWlHwEcB01V1G0CSi4ATgVvGVcB8f6pv/9/f4MBDHj3nOgvN8897aTTrsZssVdW6hh9J8jLguKr6te75K4GnVNVrh5Y5Ezize/pzwFeWsKlHAvcss9yVYB2TVQNYx+6s4ycttY57quq43Rsn7Qh4UVW1BdiynNdIsq2qplaoJOtYIzVYh3WMu46J6gMGtgMHDz0/qGuTpDVn0gL474AjkhyWZB/gFGBr45okqRcT1QVRVbuSvBb4DINhaB+uqpt72NSyujBWkHX82CTUANaxO+v4SStax0R9CSdJ68mkdUFI0rphAEtSI2s2gJO8PMnNSX6YZN5hI0mOS/KVJNNJ3jzUfliS67v2i7svBfe0hg1Jrkzyte7n/nMs8+wkNww9/jHJi7p55ye5fWje5j2tYdQ6uuXuH9rW1qH2Ze+LUetIsjnJ57rP7sYkJw/NW9b+mO+zHpq/b/f+prv3e+jQvLd07V9J8vw9e+d7XMcbktzSvf+rkjx6aN6cn1FPdbw6yczQ9n5taN7p3ef4tSSn91zHuUM1fDXJd4bmrcj+SPLhJDuT3DTP/CR5f1fjjUmeNDRv6fuiqtbkA/h5BidqXAtMzbPMXsDXgccA+wBfAo7s5l0CnNJNfwD4zSXU8J+AN3fTbwbevcjyG4B7gX/RPT8feNkK7IuR6gC+P0/7svfFqHUAjwWO6KYfBewA9lvu/ljosx5a5reAD3TTpwAXd9NHdsvvCxzWvc5ePdbx7KHfgd+crWOhz6inOl4N/NE8v6e3dT/376b376uO3ZZ/HYMv51d6fzwTeBJw0zzzjwf+EgjwVOD6ldgXa/YIuKpurarFzpL70anPVfVPwEXAiUkCHANc2i13AfCiJZRxYrfuqK/xMuAvq+oHS9jWStbxIyu4L0aqo6q+WlVf66b/D7AT2LjE7Q2b87NeoL5Lged07/9E4KKquq+qbgemu9frpY6qumbod+A6BuPhV9oo+2M+zweurKp7q+rbwJXAA87y6qmOU4GPLXFb86qqv2Fw8DOfE4ELa+A6YL8km1jmvlizATyiA4E7h57f1bU9AvhOVe3arX1PHVBVO7rpbwIHLLL8KTzwl+uc7k+ec5Psu4Qa9qSOhyTZluS62W4QVm5f7EkdACQ5isFR0deHmpe6P+b7rOdcpnu/32Xw/kdZdyXrGHYGgyOvWXN9Rn3W8dJuf1+aZPYkqSb7o+uKOQy4eqh5pfbHYuarc1n7YqLGAe+pJJ8F/uUcs95aVZ9sXcPwk6qqJPOO+ev+N/0FBmOgZ72FQVDtw2D84ZuAOa8puUJ1PLqqtid5DHB1ki8zCKGRrfD++FPg9Kr6Ydc88v5YC5KcBkwBzxpqfsBnVFVfn/sVlu1y4GNVdV+SX2fw18ExPW1rFKcAl1bV/UNt49wfK25VB3BVPXeZLzHfqc/fYvAnxoO7I6F5T4leqIYkdyfZVFU7ukDZuUAtJwGfqKp/Hnrt2aPF+5L8CfA78628EnVU1fbu521JrgWeCFzGiPtipepI8tPAXzD4j/S6odceeX/MYZTT3GeXuSvJg4GfYfC7sJKnyI/0Wkmey+A/rWdV1X2z7fN8RksJnEXrqKpvDT39IIM+/Nl1j95t3WuXUMNIdQw5BThrtxpXan8sZr46l7Uv1nsXxJynPtegd/0aBn2yAKcDSzmi3tqtO8prPKBvqwup2X7YFwFzfkO7EnUk2X/2T/okjwSeAdyygvti1Dr2AT7BoL/t0t3mLWd/jHKa+3B9LwOu7t7/VuCUDEZJHAYcAXx+D7a9R3UkeSLw34AXVtXOofY5P6Me69g09PSFwK3d9GeA53X17A88j5/8y21F6+hqeRyDL7k+N9S2kvtjMVuBV3WjIZ4KfLc7IFjevliJbxAn8QG8mEF/zH3A3cBnuvZHAVcMLXc88FUG/2u+daj9MQz+kU0Dfw7su4QaHgFcBXwN+CywoWufYnC3j9nlDmXwP+mDdlv/auDLDILmI8DDlrgvFq0DeHq3rS91P89YyX2xB3WcBvwzcMPQY/NK7I+5PmsGXRgv7KYf0r2/6e79PmZo3bd2630FeMEyfzcXq+Oz3e/s7Pvfuthn1FMdvw/c3G3vGuBxQ+v+arefpoHX9FlH9/ztwLt2W2/F9geDg58d3e/eXQz63n8D+I1ufhjcLOLr3bamhtZd8r7wVGRJamS9d0FIUjMGsCQ1YgBLUiMGsCQ1YgBLUiMGsFaVJG/Nj6+UdkOSpyzhNTYnOX7o+Qszx1W4VlKSo5M8vc9taPVZ1WfCaX1J8jTgXwNPqsHpsY9kcFryntrMYOzxFQBVtZX+7z14NPB94H/2vB2tIo4D1qqR5CUMBrqfsFv7LwHvBR4G3AO8uganO18LXM/g8o77MRhcfz2DAfMPZXDyy+9301NV9dok5wP/j8EprT/LYJD9q4CnMbgE4au7bT4PeAeDS1R+vavr+0nuYHDNhBOAvYGXA//I4Kpm9wMzwOuq6r+v6M7RqmQXhFaTvwIOzuCi3P81ybOS7A38IYPrBP8S8GHgnKF1HlxVRwGvB95Wg0sens3gGrubq+riObazP4PA/fcMjozPBR4P/ELXffFI4D8Az62qJwHbgDcMrX9P134e8DtVdQeD6yif223T8BVgF4RWke4I85eAX2FwVHsx8HvAE4ArB5eIYC8Gp5TO+nj38wsMTvkexeVVVd3V4O6uqi8DJLm5e42DGFyk/X9029yHoWsU7LbNl4z+DrXeGMBaVWpwKcJrgWu7gDwLuLmqnjbPKrNXEruf0X/fZ9f54dD07PMHd691ZVWduoLb1DpkF4RWjSQ/l+SIoabNDK7QtbH7go4keyd5/CIv9T3g4cso5TrgGUkO77b5U0ke2/M2tQYZwFpNHgZckO6GlQy6Ac5mcOnIdyf5EoOrhy023Osa4MhuGNvJiyz7AFU1w+B+aR/r6vgc8LhFVrsceHG3zV/Z021qbXIUhCQ14hGwJDViAEtSIwawJDViAEtSIwawJDViAEtSIwawJDXy/wEqyCFn1T4tyQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 360x360 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.displot(x=final_data['Sentiment'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "entitled-lebanon",
   "metadata": {},
   "source": [
    "We can see that the vast majority of the comments have a sentiment value between -0.25 to 0.75. Both extremes have very less representation. Majority of comments are slightly to moderately positive."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "resistant-bicycle",
   "metadata": {},
   "source": [
    "Finally, let's carry out some analysis on word frequency. For that we will use the *spacy* library, which is primary used for Natural Language Processing. It has been loaded already at the top of the notebook."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "tired-proportion",
   "metadata": {},
   "outputs": [],
   "source": [
    "complete_doc = nlp(str(post_comments))"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "retired-poker",
   "metadata": {},
   "source": [
    "The *post_comments* list has been converted into a spacy object for further processing.  \n",
    "  \n",
    "At first, we are going to find the most commonly used Proper Nouns. That will give us an idea about the main topics of discussion."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "consistent-mention",
   "metadata": {},
   "outputs": [],
   "source": [
    "words = [token.text for token in complete_doc if not token.is_stop and not token.is_punct and token.pos_ == 'PROPN']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "small-coating",
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import Counter"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "legal-karen",
   "metadata": {
    "scrolled": true
   },
   "outputs": [],
   "source": [
    "word_freq = Counter(words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "worst-israel",
   "metadata": {},
   "outputs": [],
   "source": [
    "common_words = word_freq.most_common(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "essential-retreat",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('Chelsea', 225),\n",
       " ('England', 198),\n",
       " ('CL', 163),\n",
       " ('City', 145),\n",
       " ('United', 136),\n",
       " ('Madrid', 134),\n",
       " ('France', 124),\n",
       " ('Liverpool', 123),\n",
       " ('Germany', 112),\n",
       " ('Cup', 108)]"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "common_words"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "buried-express",
   "metadata": {},
   "source": [
    "The most common word is **Chelsea**, followed by **England** and **CL**. It is understandable, as the major topic of discussion in the footballing world has been the CL(Champions League) triumph by Chelsea, and the upcoming England squad selection for the European Championships."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "animal-ottawa",
   "metadata": {},
   "source": [
    "Finally, we will represent the top 10 positive words by frequency, in a graphical manner."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "searching-indication",
   "metadata": {},
   "outputs": [],
   "source": [
    "positive_words = [token.text for token in complete_doc if not token.is_stop and not token.is_punct and TextBlob(str(token)).sentiment.polarity > 0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "interested-circular",
   "metadata": {},
   "outputs": [],
   "source": [
    "positive_freq = Counter(positive_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "bronze-paraguay",
   "metadata": {},
   "outputs": [],
   "source": [
    "common_positive_words = positive_freq.most_common(10)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "medical-pittsburgh",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('good', 448),\n",
       " ('better', 303),\n",
       " ('best', 254),\n",
       " ('win', 212),\n",
       " ('right', 196),\n",
       " ('great', 141),\n",
       " ('lol', 114),\n",
       " ('pretty', 105),\n",
       " ('winning', 97),\n",
       " ('sure', 93)]"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "common_positive_words"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "reported-gothic",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "list"
      ]
     },
     "execution_count": 44,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(common_positive_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "aggregate-scott",
   "metadata": {},
   "outputs": [],
   "source": [
    "a,b = zip(*common_positive_words)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "political-advocate",
   "metadata": {},
   "outputs": [],
   "source": [
    "a = np.array(a)\n",
    "b = np.array(b)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "twelve-individual",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "c:\\users\\hp\\appdata\\local\\programs\\python\\python39\\lib\\site-packages\\seaborn\\_decorators.py:36: FutureWarning: Pass the following variables as keyword args: x, y. From version 0.12, the only valid positional argument will be `data`, and passing other arguments without an explicit keyword will result in an error or misinterpretation.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "Text(0.5, 1.0, 'Top 10 frequently used positive words')"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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WYaNk8uSFI7avBQt6R2xfZjb8fOZuZlYgh7uZWYEc7mZmBXK4m5kVyOFuZlYgh7uZWYEc7mZmBXK4m5kVyOFuZlYgh7uZWYEc7mZmBXK4m5kVyOFuZlYgh7uZWYEc7mZmBXK4m5kVyOFuZlYgh7uZWYEc7mZmBfL/oWoD8v/larby8Zm7mVmBBgx3SRtLminpHknzJB2e298saYakB/K/6+V2STpN0nxJcyW9b7ifhJmZraiVM/eXgSMjYgtga+BQSVsARwNXR8TmwNV5HuDjwOb5ZxpweserNjOzfg0Y7hGxJCJuz9NPA/cCE4E9gOl5tenAnnl6D+AnkdwEjJe0YacLNzOz5toac5fUC2wJ3AxsEBFL8qJHgQ3y9ERgUeVhi3Nb/bamSeqT1Ld06dJ26zYzs360HO6S1gYuBo6IiD9Wl0VEANHOjiPijIiYGhFTe3p62nmomZkNoKWvQkoaRwr28yLiF7n5MUkbRsSSPOzyeG5/GNi48vBJuc1s0Px1TLP2tPJtGQFnAfdGxH9WFl0GHJSnDwIurbR/On9rZmtgeWX4xszMRkArZ+7bAAcCd0mak9uOAU4ELpR0CPAQsE9edgWwCzAfeA74TCcLNjOzgQ0Y7hHxO0BNFu/UYP0ADh1iXWZmNgT+DVUzswI53M3MCuRwNzMrkMPdzKxADnczswI53M3MCuRwNzMrkMPdzKxADnczswI53M3MCuRwNzMrkMPdzKxADnczswI53M3MCuRwNzMrkMPdzKxADnczswI53M3MCuRwNzMrkMPdzKxADnczswI53M3MCjR2tAswW5lMnrxwxPa1YEHviO3LyuMzdzOzAjnczcwK5HA3MyuQw93MrEAOdzOzAjnczcwK5HA3MyuQw93MrEAOdzOzAjnczcwK5HA3MyuQ/7aM2UrGf9/GWuEzdzOzAjnczcwKNGC4S/qRpMcl3V1pe7OkGZIeyP+ul9sl6TRJ8yXNlfS+4SzezMwaa2XM/Wzge8BPKm1HA1dHxImSjs7zRwEfBzbPPx8ETs//mllhPPbf3QY8c4+Ia4En65r3AKbn6enAnpX2n0RyEzBe0oYdqtXMzFo02DH3DSJiSZ5+FNggT08EFlXWW5zbzMxsBA35hmpEBBDtPk7SNEl9kvqWLl061DLMzKxisN9zf0zShhGxJA+7PJ7bHwY2rqw3Kbe9TkScAZwBMHXq1LY/HMzMPO7f3GDP3C8DDsrTBwGXVto/nb81szWwvDJ8Y2ZmI2TAM3dJ5wM7ABMkLQa+BpwIXCjpEOAhYJ+8+hXALsB84DngM8NQs5lZV+nGK4gBwz0i9m+yaKcG6wZwaEt7NjOzYePfUDUzK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQA53M7MCOdzNzArkcDczK5DD3cysQMMS7pJ2lnS/pPmSjh6OfZiZWXMdD3dJY4DvAx8HtgD2l7RFp/djZmbNDceZ+1bA/Ih4MCL+BPwM2GMY9mNmZk2MHYZtTgQWVeYXAx+sX0nSNGBann1G0v1D3O8E4A/tPEAa4h47UEO31NENNXRLHd1QQ7fU0Q01dEsd3VBDgzo2bbbecIR7SyLiDOCMTm1PUl9ETO3U9lbWGrqljm6ooVvq6IYauqWObqihW+oY7hqGY1jmYWDjyvyk3GZmZiNkOML9VmBzSZMlrQrsB1w2DPsxM7MmOj4sExEvS/oC8FtgDPCjiJjX6f000LEhniHohhqgO+rohhqgO+rohhqgO+rohhqgO+oY1hoUEcO5fTMzGwX+DVUzswI53M3MCvSGCndJvZLu7tR6lfUPlrRRZf4ISWsOts5O1dVkGztI+nCnaupnP1dIGj/c+2l1X5JmSXrd184kTZG0y7AV1wZJe3bqt7klPTPA8iH3paGof49IOmaI2xt0f5M0VdJpQ9l/N3pDhfswOhjYqDJ/BNBWuOc/2zASdgCGPdwjYpeIWDbc+5EkYLch7GsK0PFwlzSYLyvsSfqTHUUYoE8fwYrvkSGF+1D6W0T0RcRhQ9l/JwyyzzQXEV37AxwL3A/8Djgf+CLpzXgTMBe4BFgvr9us/f3AnfnnW8DdLey3F7gPOA+4F7iI1BHfD8wGbiN9G2hDYC/gmVznHOBw4E/AXcDMvL2PATcCtwM/B9bO7QuBk3L7fp2sK69/GHBPPiY/y49/lPR7B3OA7Ybw2nwJOCxPnwxck6d3zPUtJP0GXm+u9UxgHnAlsMYQ+0VvPt4/ydsMYEKzPpPbZ+VjfQvwe2A7YFXgf4Gl+XjsO8S+OQs4BegDjuzndfkc6SvDdwIX59fww8CTwIJcy9uGeIyeyf+K3O9zn9y3cgwHfC8Moi+u0Kdp0Pdzv/zzewQ4EXglP+/zgOOBIyr7+iZw6VD7W6M+kNt3AC7P018HfpTXfbC2z/76VoNjsxbw6/z63g3sW6svL58KzKrs7xzg+rzNntwnbs0/2wz6NRpKBxrOH+AD+cVeHXgT8ADpDTQX+Ehe53jglDzdX/v2ebqdcI/agc0v9peAG4Ce3LYv6WuetU4ztfL46gs5AbgWWCvPHwV8tbLel9t8Q7VT1yPAanl6fKUzNeyUbb4+WwM/z9PX5TfMOOBrwD+y4pvtZWBKXvdC4FND3Hcv8CqwdfV4N+szldfoO3l6F+CqPH0w8L0O9c1ZwA/yOuP6eV3Wr2zrBOCf8vTZwF4dev/Uwv0TwAzS15I3IH2YbUhnwr2+L36x2qcZuO9PqK+3su3b8/QqwP+QPiSG1N/66QM7sGK43wCslrf3RN5P077V4Nh8AjizMr8u/Yf7bbz2AfRTYNs8vQlw72Bfo1H78wMt2Aa4NCJeAF6Q9CvSJ+L4iJid15kO/FzSuk3ax+f2a3P7OaS/VtmKRRFxfZ4+l3TZ+G5gRhoJYAywpIXtbE261L4+P25V0plMzQUt1jOYuuYC50n6JfDLNvczkNuA90taB3iRdGY2lXRGfBjwL5V1F0TEnMrjejuw/4ci4qa6tkZ9puoXHaqhv/3UXs+/oPnr8m5JJwDjSWeyvx1CLQPZFjg/Il4BHpM0mxRUczuw7fq+WBvaqB2Dgfp+QxGxUNITkrYkfSDdQTrD/38d6G+t9IFfR8SLwIuSHs81DNS3qu4CviPpJNKHxnXq/w/TXBYRz+fpjwJbVNZfR9LaEdHvPZRGujncR1v9LwA8DcyLiA+1uR0BMyJi/ybLnx3GunYFtgd2B74i6T1t7qt5EREvSVpAOvO9gRQWfwVsRrosrnqxMv0KsEYHSmj3uFXreIXh6/u1ukTz1+VsYM+IuFPSwaQzx5VRfV+szVePQX99vz8/JPWtt5KueDrV31rpA/WPb6uvRMTvJb2PdHVwgqSrSVcTtXucq9c9pNqXVyFdkb7Qzj4b6eYbqtcDu0taXdLawG6kg/CUpO3yOgcCsyNieZP2ZcAySdvm9gPa2P8mkmpvzE+SxvN7am2Sxkl6V17+NOlSjQbzNwHbSNosP24tSW9vo45B1SVpFWDjiJhJuhxel3SWWF/rUFxHuhS/Nk9/Hrgj8jXlKGjUZwYymOPRyn7up3l/eROwRNI4VuyTnXxtaq4D9pU0RlIP6cP+lg5tu74v/q5ueX99v/65vpSPR80lwM6kq4zalc1o9reW+1b+5txzEXEuaSj4faRhmffnVT7Rz36uBP6psq0pgy24a8M9Im4l/U2aucBvSJc6y4GDgG9Jmku6iXp8fkiz9s8A35c0h3Qm0ar7gUMl3QusB3yXdPP0JEl3ksbfat86OZt0yThH0hqkXyv+b0kzI2Ip6Wzj/FzbjcA72qhjsHWNAc6VdBfpsva0/GH3K+Dvcq3bNdh+O64jjd/eGBGPAS/ktlHRT5/pz0zSZfAcSft2aj+R/i+DZv3lWOBmUmDcV3nYz4AvSbpD0ttaqaUFl+Q67wSuIY2HP9qhbdf3xdOrCwfo+39+j1Tm50o6Lz/2T6TX5sI8pASj2N/a7FvvAW7JmfM10n2V44BTJfWRrgaaOQyYKmmupHtIH2CD0tV/fqA21pS/D3stMC0ibh/tuqx7jVSfeaP3TUm9pPHkdw/T9lchjavvHREPDMc+2rWyvebdPuZ+Rv6ljtWB6d18IK1rjFSfcd8cJvm4Xg5c0i3Bnq1Ur3lXn7mbmdngdO2Yu5mZDZ7D3cysQA53M7MCOdzNzArkcDczK9D/B7Kl1G0rjK1OAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "sns.barplot(a,b,color = 'blue').set_title('Top 10 frequently used positive words')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.1"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}