As it stands
Here's how the table looks after this weekend's games.
Manchester City took advantage of Chelsea's postponed fixture against Manchester United to claim top spot, while Arsenal lost ground after a goalless draw at home to Everton.
Brighton remain in third after their impressive win over Aston Villa on Saturday.
Top flight debutants Crystal Palace are the big movers in the bottom half of the table after their maiden WSL win away at Leicester.
Everton remain bottom but are on the board after claiming an impressive point away at Emirates Stadium.
'I'm not going to blame the referee'
FT: Tottenham 2-3 Liverpool
Tottenham Hotspur
Tottenham manager Robert Vilahamn on conceding a late penalty: "It's really hard to be a referee and I know that. The free-kick before that, I obviously will always have a feeling of 'is this really a penalty? Is it really a free-kick?' It feels like it's a very, very soft one. I haven't seen it afterwards. On the other hand, it's so hard to be aref and I'm not going to come down here and blame them. I'm just going to learn from the level we have and make sure we perform better because it is tough to be a ref."
On the message at full-time: "In the second half, we showed some really good character. We were giving the fight and we were almost going for it and sometimes when you lose, you cannot let the emotions take over. You can't say everything is bad, you have to stick together and make sure we take steps from this as well. Of course, you need to have emotions. You need to be down or sad or angry today, but it's important that we look at it with not too many emotions because if you are going to analyse a game, you need to be quite calm and reflect on the right stuff. We are going to take steps, we are going to bounce back. A tough game next week, but it is going to be a fun game.
'It is always tough to lose in the final minutes'
FT: Tottenham 2-3 Liverpool
Tottenham Hotspur
Tottenham manager Robert Vilahamn: "It's always tough to lose in the last minutes. The performance in the first half was not great but in the second half, we took the fight to them. We had some really good chances as well. We came back two times and were coming for the 3-2 and then they get a penalty and score to make it 3-2. It's tough but it's a part of the game. Sometimes, to feel is to feel you win, but also, it's tough right now.
On changes in the second half: "We changed a little bit in the midfield and played with one six and two 10s to make sure we made some more problems for them because we couldn't really nail the build-up. In the first half, they pressed really good, Liverpool. Then, when we get more players higher up and we can win the ball back quickly if we didn't succeed. The character was also much better in the second half to realise the first half was not good enough. The first half from Liverpool was really physical. They had different tempos at different times. We needed to go back and be present and make sure we did it and I think in the second half, the players really did that. I think we had them, but then, you need to nail it as well and unfortunately, they got an extra chance and scored.
"We had it from the beginning that we would take the fight first and then play, but that goal interrupted that because they got the goal quite early, quite easily. We needed to get back and we couldn't really find the momentum of that because of the rhythm of the game. On the other hand, sometimes it takes a while before we get everyone on the same page, but we were trying in the first half. We were trying but we couldn't really nail it. Great stuff in the second half, but unfortunately, a loss."
'I'm really proud of the team'
FT: Tottenham 2-3 Liverpool
Liverpool
Liverpool manager Matt Beard: "It reminded me a bit of the Chelsea game last year, the 4-3. I thought we were in complete control of the game and Sophieâs injury, looking back at it now, probably had a big impact on us.
"We had to adjust our shape in the first half and then we adjusted again in the second half. Iâm just really proud of the girls because we showed immense character today. Weâve scored all five goals today but Iâve just said to them at the end there, weâre all putting our bodies on the line and unfortunately, some ricochet in, some donâtâ that was the style of today. We couldâve been out of sight first half, letâs be honest but we werenât and when you donât take your chances, it allows Tottenham to stay in the game. We showed immense character today and Iâm really proud of them.
"We were always in front but I think when they peg you back, to get obviously back in front again was important. I think two set-pieces, two great finishes from Marie, especially the free-kick. It was an entertaining game for the neutral. Iâm just glad we walked away with three points."
On Marie-Therese Höbinger's two goals: "I think you could see the girls at half-time were visibly upset with the Sofie Lundgaard situation. I know [Hobinger] put herself under pressure to win the game for [Lundgaard] at half-time. Sheâs a fantastic player, great character, sheâs a technician. We see that every day in training. Iâm delighted for her and I thought she was outstanding today."
'A really challenging period'
FT: Arsenal 0-0 Everton
Arsenal
Arsenal boss Jonas Eidevall on five games in two weeks, including Wednesday's Champions League group match at Bayern Munich: "We have a really quick turnaround time and it's a really challenging period for us.
"But we simply have to do our very best. All the games that are coming up - different challenges, different questions and we need to be really good.
"We see ourselves as a Champions League club so that's really important. I hope it's not going to be different [against Bayern Munich] since we got the better of them in the quarter-finals two years ago.
"Bayern Munich are a really good team with a really good coach. I think they have been building well the last couple of seasons. It's one of the tougher opponents we could play in Europe. We really need to have a strong performance if we are going to get anything out of it."
'I was very nervous, but I knew we were going to win'
FT: Tottenham 2-3 Liverpool
Liverpool
Liverpool's Marie-Therese Höbinger after scoring two goals: "It was crazy. It was very hard, very focussed but we really wanted to get those three points and Iâm just glad we got the win."
On scoring a free-kick: "I knew where I went to place it straight away when I saw the position and then I thought âyouâre going to do it, youâre going to do it. Just put it over their heads.â It worked quite well.
"We do practice shooting a lot. Thatâs the most fun part as well. I really enjoyed doing that at the coach always help with building a wall and helping with different techniques. We do it a lot."
On her stoppage time penalty: "I was very nervous to be honest but I always knew we were going to win this game. I knew I wanted to do it and I was just so sure that that is the moment thatâs going to bring us the three points. I knew where I wanted to place it and then I just went 100 percent."
On manager Matt Beard calling her a "legend": "No, he is the legend."