diff --git a/README.md b/README.md
index a5bdc045..bb294a2d 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,33 @@
-# Bitcoin Miner in Python
+# Visualizing Bitcoin in Python
+## 2022
+
+
+## 2021
## Libraries
```
-import hashlib
+pip install pandas-datareader
+```
+
+```
+pip install matplotlib
+```
+
+```
+pip install mplfinance
+```
+
+## or
+
+```
+pip install -r requirements.txt
```
py-3.10.8
diff --git a/miner.py b/miner.py
deleted file mode 100644
index 352b3440..00000000
--- a/miner.py
+++ /dev/null
@@ -1,24 +0,0 @@
-import hashlib
-
-NONCE_LIMIT = 100000000000
-
-zeroes = 4
-
-def mine (block_number, transactions, previous_hash):
- for nonce in range (NONCE_LIMIT) :
- base_text = str(block_number) + transactions + previous_hash + str(nonce)
- hash_try = hashlib.sha256 (base_text.encode()).hexdigest ()
- if hash_try.startswith('0' * zeroes):
- print (f"Found Hash With Nonce: {nonce}")
- return hash_try
-
- return -1
-
-block_number = 24
-transactions = "76123cc21149"
-previous_hash = "876de8756b967c87"
-
-# combined_text = str(block_number) + transactions + previous_hash + str(78)
-# print(hashlib.sha256(combined_text.encode()).hexdigest())
-
-mine(block_number, transactions, previous_hash)
\ No newline at end of file
diff --git a/requirements.txt b/requirements.txt
index e69de29b..3edc8e51 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -0,0 +1,21 @@
+certifi==2022.9.24
+charset-normalizer==2.1.1
+contourpy==1.0.6
+cycler==0.11.0
+fonttools==4.38.0
+idna==3.4
+kiwisolver==1.4.4
+lxml==4.9.1
+matplotlib==3.6.2
+mplfinance==0.12.9b5
+numpy==1.23.5
+packaging==21.3
+pandas==1.5.2
+pandas-datareader==0.10.0
+Pillow==9.3.0
+pyparsing==3.0.9
+python-dateutil==2.8.2
+pytz==2022.6
+requests==2.28.1
+six==1.16.0
+urllib3==1.26.13
diff --git a/src/2022.png b/src/2022.png
new file mode 100644
index 00000000..81d7d636
Binary files /dev/null and b/src/2022.png differ
diff --git a/src/main.png b/src/main.png
index d5c1f9fc..1dc12d5c 100644
Binary files a/src/main.png and b/src/main.png differ
diff --git a/vb2021.py b/vb2021.py
new file mode 100644
index 00000000..7e1c8fda
--- /dev/null
+++ b/vb2021.py
@@ -0,0 +1,19 @@
+import pandas_datareader as web
+import matplotlib.pyplot as plt
+import mplfinance as mpf
+
+import datetime as dt
+
+crypto = "BTC"
+currency = "USD"
+
+start = dt.datetime (2022, 1, 1)
+end = dt.datetime.now()
+
+btc = web.DataReader(f"{crypto}-{currency}", "yahoo", start, end)
+eth = web.DataReader(f"ETH-{currency}", "yahoo", start, end)
+
+plt.plot(btc['Close'], label="BTC")
+plt.plot(eth['Close'], label="ETH")
+plt.legend(loc="upper left")
+plt.show()
\ No newline at end of file
diff --git a/vbitcoin.py b/vbitcoin.py
new file mode 100644
index 00000000..ad7033b5
--- /dev/null
+++ b/vbitcoin.py
@@ -0,0 +1,20 @@
+import pandas_datareader as web
+import matplotlib.pyplot as plt
+import mplfinance as mpf
+
+import datetime as dt
+
+crypto = "BTC"
+currency = "USD"
+
+start = dt.datetime (2022, 1, 1)
+end = dt.datetime.now()
+
+btc = web.DataReader(f"{crypto}-{currency}", "yahoo", start, end)
+eth = web.DataReader(f"ETH-{currency}", "yahoo", start, end)
+
+plt.plot(btc['Close'], label="BTC")
+plt.plot(eth['Close'], label="ETH")
+plt.legend(loc="upper left")
+plt.show()
+# mpf .plot (data, type="candle", volume=True, style="yahoo")
\ No newline at end of file