diff --git a/markdown/subplots.md b/markdown/subplots.md
index 0a43f04c..13b8de6c 100644
--- a/markdown/subplots.md
+++ b/markdown/subplots.md
@@ -14,7 +14,7 @@
### [The Panels Method](https://github.com/matplotlib/mplfinance/blob/master/examples/panels.ipynb)
* The Panels Method ***is easy to use and requires little or no knowledge of matplotlib***, and no need to import matplotlib.
* The Panels Method handles 95% of the most common types of financial plots and market studies.
-* The Panels Method attains its simplicity, in part, by having certain limitations.
These limitiations are:
+* The Panels Method attains its simplicity, in part, by having certain limitations.
These limitations are:
- Subplots are always stacked vertically.
- All subplots share the same x-axis.
- There is a maximum of 32 subplots.
@@ -37,14 +37,14 @@
- plotting on as many subplots as desired, in any geometry desired.
- plotting multiple ohlc/candlestick plots on the same Figure or Axes.
- plotting multiple candlestick plots side-by-side, or in any other geometry desired.
- - anitmating or updating plots in real time.
+ - animating or updating plots in real time.
- event handling
* Use method **`mpf.figure()`** to create Figures.
This method behaves exactly like [`pyplot.figure()`](https://matplotlib.org/3.3.0/api/_as_gen/matplotlib.pyplot.figure.html) except that **`mpf.figure()`** also accepts kwarg `style=` to set the mplfinance style.
* Call the usual methods for creating Subplot Axes on the figure:
- [fig.add_subplot()](https://matplotlib.org/3.3.0/api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure.add_subplot)
- [fig.add_axes()](https://matplotlib.org/3.3.0/api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure.add_axes)
- [fig.subplots()](https://matplotlib.org/3.3.0/api/_as_gen/matplotlib.figure.Figure.html#matplotlib.figure.Figure.subplots)
-* When calling the above subplot creation methods, if `fig` was creating using **`mpf.figure()`** then the Subplot Axes will inheret the mpfinance style information from the figure. Alternatively the user may pass in kwarg `style=` to set different style information for an Axes than for the Figure or other Axes.
+* When calling the above subplot creation methods, if `fig` was creating using **`mpf.figure()`** then the Subplot Axes will inherit the mplfinance style information from the figure. Alternatively the user may pass in kwarg `style=` to set different style information for an Axes than for the Figure or other Axes.
* Please note the following:
- Use kwarg **`ax=`** to pass **any matplotlib Axes** that you want into **`mpf.plot()`**
- If you also want to plot volume, **then you must pass in an Axes instance for the volume**,
so instead of `volume=True`, use **`volume=`**.