"***Many features have relationships with each other***\n",
"> ***Many features have relationships with each other***\n",
"- `child_mort` clearly increases when `income`, `gdpp`, and `exports` decreases\n",
"> - `child_mort` clearly increases when `income`, `gdpp`, and `exports` decreases\n",
"\n",
"> - Rise in `inflation` also leads to high `child_mort` cases\n",
"- Rise in `inflation` also leads to high `child_mort` cases\n",
"> - Rise in `exports` clearly increases `gdpp`, `income`, and `imports`\n",
"- Rise in `exports` clearly increases `gdpp`, `income`, and `imports`\n",
"> - Spending on `health` has a small rise in `life_expec` and also decreases the `child_mort`\n",
"- Spending on `health` has a small rise in `life_expec` and also decreases the `child_mort`\n",
"> - `income`, and `gdpp` display a very high 0.9 correlation value\n",
"- `income`, and `gdpp` display a very high 0.9 correlation value\n",
"> - High `income` has lead to higher `life_expec` but decreases the `total_fer`\n",
"- High `income` has lead to higher `life_expec` but decreases the `total_fer`\n",
"> - As expected high `inflation` has a negative effect on the financial features\n",
"- As expected high `inflation` has a negative effect on the financial features\n",
"> - High `inflation` displays a high `total_fer` and `child_mort`\n",
"- High `inflation` displays a high `total_fer` and `child_mort`\n",
"> - According to the data, higher `life_expec` displays a low `total_fer`\n",
"- According to the data, higher `life_expec` displays a low `total_fer`\n",
"> - Higher `gdpp` has lead more spending on `health`\n",
"- Higher `gdpp` has lead more spending on `health`\n",
"\n",
"\n",
"> ***We can clearly see that some features are essentially from the same category and they have the same reaction to other features of different category***\n",
"***We can clearly see that some features are essentially from the same category and they have the same reaction to other features of different category***\n",