diff --git a/requirements.txt b/requirements.txt
index aa392699..0880ff24 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -213,31 +213,29 @@ markupsafe==1.1.1; python_version >= "2.7" and python_full_version < "3.0.0" or
     --hash=sha256:596510de112c685489095da617b5bcbbac7dd6384aeebeda4df6025d0256a81b \
     --hash=sha256:e8313f01ba26fbbe36c7be1966a7b7424942f670f38e666995b88d012765b9be \
     --hash=sha256:29872e92839765e546828bb7754a68c418d927cd064fd4708fab9fe9c8bb116b
-numpy==1.20.2; python_full_version >= "3.7.1" and python_version >= "3.7" \
-    --hash=sha256:e9459f40244bb02b2f14f6af0cd0732791d72232bbb0dc4bab57ef88e75f6935 \
-    --hash=sha256:a8e6859913ec8eeef3dbe9aed3bf475347642d1cdd6217c30f28dee8903528e6 \
-    --hash=sha256:9cab23439eb1ebfed1aaec9cd42b7dc50fc96d5cd3147da348d9161f0501ada5 \
-    --hash=sha256:9c0fab855ae790ca74b27e55240fe4f2a36a364a3f1ebcfd1fb5ac4088f1cec3 \
-    --hash=sha256:61d5b4cf73622e4d0c6b83408a16631b670fc045afd6540679aa35591a17fe6d \
-    --hash=sha256:d15007f857d6995db15195217afdbddfcd203dfaa0ba6878a2f580eaf810ecd6 \
-    --hash=sha256:d76061ae5cab49b83a8cf3feacefc2053fac672728802ac137dd8c4123397677 \
-    --hash=sha256:bad70051de2c50b1a6259a6df1daaafe8c480ca98132da98976d8591c412e737 \
-    --hash=sha256:719656636c48be22c23641859ff2419b27b6bdf844b36a2447cb39caceb00935 \
-    --hash=sha256:aa046527c04688af680217fffac61eec2350ef3f3d7320c07fd33f5c6e7b4d5f \
-    --hash=sha256:2428b109306075d89d21135bdd6b785f132a1f5a3260c371cee1fae427e12727 \
-    --hash=sha256:e8e4fbbb7e7634f263c5b0150a629342cc19b47c5eba8d1cd4363ab3455ab576 \
-    --hash=sha256:edb1f041a9146dcf02cd7df7187db46ab524b9af2515f392f337c7cbbf5b52cd \
-    --hash=sha256:c73a7975d77f15f7f68dacfb2bca3d3f479f158313642e8ea9058eea06637931 \
-    --hash=sha256:6c915ee7dba1071554e70a3664a839fbc033e1d6528199d4621eeaaa5487ccd2 \
-    --hash=sha256:471c0571d0895c68da309dacee4e95a0811d0a9f9f532a48dc1bea5f3b7ad2b7 \
-    --hash=sha256:4703b9e937df83f5b6b7447ca5912b5f5f297aba45f91dbbbc63ff9278c7aa98 \
-    --hash=sha256:abc81829c4039e7e4c30f7897938fa5d4916a09c2c7eb9b244b7a35ddc9656f4 \
-    --hash=sha256:377751954da04d4a6950191b20539066b4e19e3b559d4695399c5e8e3e683bf6 \
-    --hash=sha256:6e51e417d9ae2e7848314994e6fc3832c9d426abce9328cf7571eefceb43e6c9 \
-    --hash=sha256:780ae5284cb770ade51d4b4a7dce4faa554eb1d88a56d0e8b9f35fca9b0270ff \
-    --hash=sha256:924dc3f83de20437de95a73516f36e09918e9c9c18d5eac520062c49191025fb \
-    --hash=sha256:97ce8b8ace7d3b9288d88177e66ee75480fb79b9cf745e91ecfe65d91a856042 \
-    --hash=sha256:878922bf5ad7550aa044aa9301d417e2d3ae50f0f577de92051d739ac6096cee
+numpy==1.22.0; python_full_version >= "3.7.1" and python_version >= "3.7" \
+    --hash=sha256:0cfe07133fd00b27edee5e6385e333e9eeb010607e8a46e1cd673f05f8596595 \
+    --hash=sha256:11a1f3816ea82eed4178102c56281782690ab5993251fdfd75039aad4d20385f \
+    --hash=sha256:2762331de395739c91f1abb88041f94a080cb1143aeec791b3b223976228af3f \
+    --hash=sha256:283d9de87c0133ef98f93dfc09fad3fb382f2a15580de75c02b5bb36a5a159a5 \
+    --hash=sha256:3d22662b4b10112c545c91a0741f2436f8ca979ab3d69d03d19322aa970f9695 \
+    --hash=sha256:41388e32e40b41dd56eb37fcaa7488b2b47b0adf77c66154d6b89622c110dfe9 \
+    --hash=sha256:42c16cec1c8cf2728f1d539bd55aaa9d6bb48a7de2f41eb944697293ef65a559 \
+    --hash=sha256:47ee7a839f5885bc0c63a74aabb91f6f40d7d7b639253768c4199b37aede7982 \
+    --hash=sha256:5a311ee4d983c487a0ab546708edbdd759393a3dc9cd30305170149fedd23c88 \
+    --hash=sha256:5dc65644f75a4c2970f21394ad8bea1a844104f0fe01f278631be1c7eae27226 \
+    --hash=sha256:6ed0d073a9c54ac40c41a9c2d53fcc3d4d4ed607670b9e7b0de1ba13b4cbfe6f \
+    --hash=sha256:76ba7c40e80f9dc815c5e896330700fd6e20814e69da9c1267d65a4d051080f1 \
+    --hash=sha256:818b9be7900e8dc23e013a92779135623476f44a0de58b40c32a15368c01d471 \
+    --hash=sha256:a024181d7aef0004d76fb3bce2a4c9f2e67a609a9e2a6ff2571d30e9976aa383 \
+    --hash=sha256:a955e4128ac36797aaffd49ab44ec74a71c11d6938df83b1285492d277db5397 \
+    --hash=sha256:a97a954a8c2f046d3817c2bce16e3c7e9a9c2afffaf0400f5c16df5172a67c9c \
+    --hash=sha256:a97e82c39d9856fe7d4f9b86d8a1e66eff99cf3a8b7ba48202f659703d27c46f \
+    --hash=sha256:b55b953a1bdb465f4dc181758570d321db4ac23005f90ffd2b434cc6609a63dd \
+    --hash=sha256:bb02929b0d6bfab4c48a79bd805bd7419114606947ec8284476167415171f55b \
+    --hash=sha256:bece0a4a49e60e472a6d1f70ac6cdea00f9ab80ff01132f96bd970cdd8a9e5a9 \
+    --hash=sha256:e41e8951749c4b5c9a2dc5fdbc1a4eec6ab2a140fdae9b460b0f557eed870f4d \
+    --hash=sha256:f71d57cc8645f14816ae249407d309be250ad8de93ef61d9709b45a0ddf4050c
 pandas-datareader==0.9.0; python_version >= "3.6" \
     --hash=sha256:b2cbc1e16a6ab9ff1ed167ae2ea92839beab9a20823bd00bdfb78155fa04f891 \
     --hash=sha256:fd9ce1238114dd199c32662a9d788271032580960bcf029e64b814d33d17477c