India have only won 5 out of 27 ODIs they have played against South Africa in South Africa, have never won a bilateral series here or indeed beaten South Africa at Durban in ODI cricket.
"I think it (the poor record) tells a story. It means that there is something difficult for touring teams to come here and get accustomed to. But as I mentioned before the Test series, I feel like this Indian cricket team has got the names on paper to challenge that and get some victories in South Africa.
South Africa won the Test series 2-1, but the Indian bowlers gave a good account of themselves picking all 60 wickets on offer.
Du Plessis felt that this would be a factor in the ODI series as well, in both pace and spin, with India bringing fresh leg spinners into the mix.
"They are very good spinners. I've played against them (Yuzvendra Chahal and Kuldeep Yada) obviously in the T20s and in the IPL. They have been very successful for India in the last while. ODI wickets here generally don't spin a hell lot so it depends on how the wickets play.
The skipper said he was surprised with the performance of Indian pacers in Tests.
"The conditions in the Test series were bowling friendly, but I was surprised how consistent the Indian seamers were. They were very, very consistent and it showed us there is a lot of strength in their bowling department.
"Jasprit Bumrah was a surprise selection because India had more experienced bowlers in the squad, but he was very impressive. He is a good ODI bowler but I was really impressed with his consistency. He didnt bowl a lot of bad balls, which shows that he is someone for the future, he added.
Meanwhile, South Africa have a few changes thrown in as they bid to plan ahead for the 2019 World Cup. The skipper said that they will need to find a balance between the short and long term ambitions keeping next years tournament in England in mind.
"This is the first time every conversation we have as selection panel, captain or coach, we try to see how we could have a look at more players. Personally I havent been involved in a vision like that. So obviously it shows you that theres a big focus on how we could give guys a lot of opportunity," du Plessis said.
In terms of team composition, AB de Villiers is ruled out of the first three ODIs. Chris Morris is fit and expected to play. JP Duminy and David Miller are back in the ODI set up as well. Additionally, South Africa are looking to go in with just the one spinner.
"If you look ahead in a year and a half's time, he is someone who can do something special in a big tournament. JP Duminy hasn't been with the side in a while. It's great to have him back. Once again, he needs to put in some good results, as with David Miller. He's been very good for us," he said.
"AB is not playing this game so Aiden Markaram is coming into his place, giving him an opportunity to bat in different places in the batting order. We won't play two frontline spinners together, not with the balance of our team.
"So it is important then that your all-rounders in Duminy and Markram, those guys are prepared to bowl as a sixth bowling option. Obviously Imran (Tahir) is a quality bowler. He's probably been the biggest reason for our success in one- day cricket because he always keeps getting results, he signed off.
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