Commit a197b329 authored by Almouhannad Hafez's avatar Almouhannad Hafez

(2) Reformat markdown cells

parent 5bd9ced9
...@@ -873,25 +873,23 @@ ...@@ -873,25 +873,23 @@
"cell_type": "markdown", "cell_type": "markdown",
"metadata": {}, "metadata": {},
"source": [ "source": [
"***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", "> The 3 categories of the features are:\n",
"\n", "> 1. **Health**: `child_mort`, `health`, `life_expec`, `total_fer`\n",
"The 3 categories of the features are:\n", "> 1. **Trade**: `imports`, `exports`\n",
"1. **Health**: `child_mort`, `health`, `life_expec`, `total_fer`\n", "> 1. **Finance**: `income`, `inflation`, `gdpp`"
"1. **Trade**: `imports`, `exports`\n",
"1. **Finance**: `income`, `inflation`, `gdpp`"
] ]
}, },
{ {
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