diff --git a/README.md b/README.md
index de9b6c7..55e7b4f 100644
--- a/README.md
+++ b/README.md
@@ -113,7 +113,7 @@ $ pip install pandas_ta
 
 Latest Version
 --------------
-Best choice! Version: *0.3.30b*
+Best choice! Version: *0.3.31b*
 * Includes all fixes and updates between **pypi** and what is covered in this README.
 ```sh
 $ pip install -U git+https://github.com/twopirllc/pandas-ta
@@ -214,7 +214,7 @@ Thanks for using **Pandas TA**!
 
 _Thank you for your contributions!_
 
-<a href="https://github.com/AbyssAlora"><img src="https://avatars.githubusercontent.com/u/32155747?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/abmyii"><img src="https://avatars.githubusercontent.com/u/52673001?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/alexonab"><img src="https://avatars.githubusercontent.com/u/16689258?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/allahyarzadeh"><img src="https://avatars.githubusercontent.com/u/11909557?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/bizso09"><img src="https://avatars.githubusercontent.com/u/1904536?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/CMobley7"><img src="https://avatars.githubusercontent.com/u/10121829?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/codesutras"><img src="https://avatars.githubusercontent.com/u/56551122?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DannyMartens"><img src="https://avatars.githubusercontent.com/u/37220423?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DrPaprikaa"><img src="https://avatars.githubusercontent.com/u/64958936?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/daikts"><img src="https://avatars.githubusercontent.com/u/64799229?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/danlim-wz"><img src="https://avatars.githubusercontent.com/u/52344837?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/delicateear"><img src="https://avatars.githubusercontent.com/u/167213?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/dorren"><img src="https://avatars.githubusercontent.com/u/27552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/edwardwang1"><img src="https://avatars.githubusercontent.com/u/15675816?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/FGU1"><img src="https://avatars.githubusercontent.com/u/56175843?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ffhirata"><img src="https://avatars.githubusercontent.com/u/44292530?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/floatinghotpot"><img src="https://avatars.githubusercontent.com/u/2339512?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/GSlinger"><img src="https://avatars.githubusercontent.com/u/24567123?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/JoeSchr"><img src="https://avatars.githubusercontent.com/u/8218910?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/Larry-u"><img src="https://avatars.githubusercontent.com/u/18108119?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/lluissalord"><img src="https://avatars.githubusercontent.com/u/7021552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/locupleto"><img src="https://avatars.githubusercontent.com/u/3994906?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/luisbarrancos"><img src="https://avatars.githubusercontent.com/u/387352?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/M6stafa"><img src="https://avatars.githubusercontent.com/u/7975309?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/maxdignan"><img src="https://avatars.githubusercontent.com/u/8184722?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/mchant"><img src="https://avatars.githubusercontent.com/u/8502845?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/mihakralj"><img src="https://avatars.githubusercontent.com/u/31756078?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/moritzgun"><img src="https://avatars.githubusercontent.com/u/68067719?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/NkosenhleDuma"><img src="https://avatars.githubusercontent.com/u/51145741?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/nicoloridulfo"><img src="https://avatars.githubusercontent.com/u/49532161?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/olafos"><img src="https://avatars.githubusercontent.com/u/2526551?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/pbrumblay"><img src="https://avatars.githubusercontent.com/u/2146159?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/RajeshDhalange"><img src="https://avatars.githubusercontent.com/u/32175897?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rengel8"><img src="https://avatars.githubusercontent.com/u/34138513?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rluong003"><img src="https://avatars.githubusercontent.com/u/42408939?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/SoftDevDanial"><img src="https://avatars.githubusercontent.com/u/64815604?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/schwaa"><img src="https://avatars.githubusercontent.com/u/2640598?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/tg12"><img src="https://avatars.githubusercontent.com/u/12201893?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/twrobel"><img src="https://avatars.githubusercontent.com/u/394724?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/UncleVasya"><img src="https://avatars.githubusercontent.com/u/1286157?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/WellMaybeItIs"><img src="https://avatars.githubusercontent.com/u/84646494?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/whubsch"><img src="https://avatars.githubusercontent.com/u/24275736?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/witokondoria"><img src="https://avatars.githubusercontent.com/u/5685669?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/wouldayajustlookatit"><img src="https://avatars.githubusercontent.com/u/44936661?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/YuvalWein"><img src="https://avatars.githubusercontent.com/u/65113623?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/zlpatel"><img src="https://avatars.githubusercontent.com/u/3293739?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a>
+<a href="https://github.com/AbyssAlora"><img src="https://avatars.githubusercontent.com/u/32155747?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/abmyii"><img src="https://avatars.githubusercontent.com/u/52673001?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/alexonab"><img src="https://avatars.githubusercontent.com/u/16689258?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/allahyarzadeh"><img src="https://avatars.githubusercontent.com/u/11909557?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/anthotsang"><img src="https://avatars.githubusercontent.com/u/929793?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/bizso09"><img src="https://avatars.githubusercontent.com/u/1904536?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/CMobley7"><img src="https://avatars.githubusercontent.com/u/10121829?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/codesutras"><img src="https://avatars.githubusercontent.com/u/56551122?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DannyMartens"><img src="https://avatars.githubusercontent.com/u/37220423?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/DrPaprikaa"><img src="https://avatars.githubusercontent.com/u/64958936?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/daikts"><img src="https://avatars.githubusercontent.com/u/64799229?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/danlim-wz"><img src="https://avatars.githubusercontent.com/u/52344837?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/delicateear"><img src="https://avatars.githubusercontent.com/u/167213?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/dorren"><img src="https://avatars.githubusercontent.com/u/27552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/edwardwang1"><img src="https://avatars.githubusercontent.com/u/15675816?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/FGU1"><img src="https://avatars.githubusercontent.com/u/56175843?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/ffhirata"><img src="https://avatars.githubusercontent.com/u/44292530?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/floatinghotpot"><img src="https://avatars.githubusercontent.com/u/2339512?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/GSlinger"><img src="https://avatars.githubusercontent.com/u/24567123?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/JoeSchr"><img src="https://avatars.githubusercontent.com/u/8218910?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/Larry-u"><img src="https://avatars.githubusercontent.com/u/18108119?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/lluissalord"><img src="https://avatars.githubusercontent.com/u/7021552?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/locupleto"><img src="https://avatars.githubusercontent.com/u/3994906?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/luisbarrancos"><img src="https://avatars.githubusercontent.com/u/387352?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/M6stafa"><img src="https://avatars.githubusercontent.com/u/7975309?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/maxdignan"><img src="https://avatars.githubusercontent.com/u/8184722?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/mchant"><img src="https://avatars.githubusercontent.com/u/8502845?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/mihakralj"><img src="https://avatars.githubusercontent.com/u/31756078?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/moritzgun"><img src="https://avatars.githubusercontent.com/u/68067719?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/NkosenhleDuma"><img src="https://avatars.githubusercontent.com/u/51145741?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/nicoloridulfo"><img src="https://avatars.githubusercontent.com/u/49532161?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/olafos"><img src="https://avatars.githubusercontent.com/u/2526551?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/pbrumblay"><img src="https://avatars.githubusercontent.com/u/2146159?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/RajeshDhalange"><img src="https://avatars.githubusercontent.com/u/32175897?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rengel8"><img src="https://avatars.githubusercontent.com/u/34138513?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/rluong003"><img src="https://avatars.githubusercontent.com/u/42408939?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/SoftDevDanial"><img src="https://avatars.githubusercontent.com/u/64815604?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/schwaa"><img src="https://avatars.githubusercontent.com/u/2640598?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/tg12"><img src="https://avatars.githubusercontent.com/u/12201893?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/twrobel"><img src="https://avatars.githubusercontent.com/u/394724?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/UncleVasya"><img src="https://avatars.githubusercontent.com/u/1286157?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/WellMaybeItIs"><img src="https://avatars.githubusercontent.com/u/84646494?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/whubsch"><img src="https://avatars.githubusercontent.com/u/24275736?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/witokondoria"><img src="https://avatars.githubusercontent.com/u/5685669?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/wouldayajustlookatit"><img src="https://avatars.githubusercontent.com/u/44936661?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"></a> <a href="https://github.com/YuvalWein"><img src="https://avatars.githubusercontent.com/u/65113623?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a> <a href="https://github.com/zlpatel"><img src="https://avatars.githubusercontent.com/u/3293739?v=4" class="avatar-user" width="35px;" style="border-radius: 5px;"/></a>
 
 <br/>
 
@@ -652,8 +652,11 @@ Patterns that are **not bold**, require TA-Lib to be installed: ```pip install T
 * xsidegap3methods
 * _Heikin-Ashi_: **ha**
 * _Z Score_: **cdl_z**
+
+<br/>
+
 ```python
-# Get all candle patterns (This is the default behaviour)
+# Get all candle patterns (Default)
 df = df.ta.cdl_pattern(name="all")
 
 # Get only one pattern
@@ -662,8 +665,8 @@ df = df.ta.cdl_pattern(name="doji")
 # Get some patterns
 df = df.ta.cdl_pattern(name=["doji", "inside"])
 ```
-<br/>
 
+<br/>
 
 ### **Cycles** (2)
 * _Even Better Sinewave_: **ebsw**
@@ -784,6 +787,7 @@ Use parameter: cumulative=**True** for cumulative results.
 | _Percent Return_ (Cumulative) with _Simple Moving Average_ (SMA) |
 |:--------:|
 | ![Example Cumulative Percent Return](/images/SPY_CumulativePercentReturn.png) |
+
 <br/>
 
 ### **Statistics** (11)
@@ -802,6 +806,7 @@ Use parameter: cumulative=**True** for cumulative results.
 | _Z Score_ |
 |:--------:|
 | ![Example Z Score](/images/SPY_ZScore.png) |
+
 <br/>
 
 ### **Trend** (19)
@@ -946,7 +951,6 @@ print(pf.stats())
 print(pf.returns_stats())
 ```
 
-
 <br/><br/>
 
 # **Changes**
diff --git a/setup.py b/setup.py
index 4dfafa5..f77f467 100644
--- a/setup.py
+++ b/setup.py
@@ -19,7 +19,7 @@ setup(
         "pandas_ta.volatility",
         "pandas_ta.volume"
     ],
-    version=".".join(("0", "3", "30b")),
+    version=".".join(("0", "3", "31b")),
     description=long_description,
     long_description=long_description,
     author="Kevin Johnson",