From ffd1666a65fef48891ad137e0de8deeec41a5a98 Mon Sep 17 00:00:00 2001 From: mattmcd Date: Sun, 10 May 2020 16:26:21 +0100 Subject: [PATCH] Rerun notebook to check no merge issues --- uniswap_pools.ipynb | 14 +++++++------- 1 file changed, 7 insertions(+), 7 deletions(-) diff --git a/uniswap_pools.ipynb b/uniswap_pools.ipynb index 2cc991b..a28e83f 100644 --- a/uniswap_pools.ipynb +++ b/uniswap_pools.ipynb @@ -26,7 +26,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -40,7 +40,7 @@ }, { "cell_type": "code", - "execution_count": 59, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -52,7 +52,7 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -69,7 +69,7 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -118,7 +118,7 @@ }, { "cell_type": "code", - "execution_count": 60, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -127,12 +127,12 @@ }, { "cell_type": "code", - "execution_count": 64, + "execution_count": 8, "metadata": {}, "outputs": [ { "data": { - "image/png": "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\n", + "image/png": "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\n", "text/plain": [ "
" ]