Fix typos

README.md

@@ -1,22 +1,22 @@
 # CovidTracker [data and charts]
-You can find on this repository many charts and data about Coronavirus (COVID-19) disease, especially in Europe. Most of data come from [CSSE](https://systems.jhu.edu) (Johns Hopkins Center for Systems Science and Engineering), but I also add data of my own to have up-to-date data.
+In this repository, you'll find many charts and data about the Coronavirus (COVID-19) disease, especially in Europe. Most of the data comes from the [CSSE](https://systems.jhu.edu) (Johns Hopkins Center for Systems Science and Engineering), but I also add some of my own to keep it up-to-date.
 
-French data come frome [INSEE](https://insee.fr/fr/accueil) (Institut National des Statistiques et des Études Économiques) and [Santé Publique France](https://www.santepubliquefrance.fr).
+French data comes from [INSEE](https://insee.fr/fr/accueil) (Institut National des Statistiques et des Études Économiques) and [Santé Publique France](https://www.santepubliquefrance.fr).
 
-For more information and comments in French, you can follow me on Twitter: [@guillaumerozier](http://twitter.com/guillaumerozier).
+For more information and comments in French, follow me on Twitter: [@guillaumerozier](http://twitter.com/guillaumerozier).
 
 # [CovidTracker](http://www.guillaumerozier.fr): Covid19 Dashboard
-**This dashboard ontains many and detailed graphs, comments and articles about France and the World! 
+**This dashboard contains many detailed graphs, comments and articles about France and the World! 
 Check it out now: [CovidTracker (covidtracker.fr)](http://www.covidtracker.fr)!**
 
 <a href="http://www.guillaumerozier.fr"><p align="center" ><img width="70%" src="images/covidtracker.svg"></p></a>
 
 # Website sources
-You can find sources of some of the CovidTracker's webpages here: [covidtracker-tools](https://github.com/rozierguillaume/covidtracker-tools).
+You can find the sources of some of CovidTracker's webpages here: [covidtracker-tools](https://github.com/rozierguillaume/covidtracker-tools).
 
 # Requirements
-Please see the imports in each Jupyter Notebook. Nothing crazy.\
-Here are the main requirements: Python3, Plotly, Orca, Pandas, requests, imageio, json... (you can install all of them with `pip3`)
+Refer to the imports in each Jupyter Notebook. Nothing crazy.\
+The main requirements are: Python3, Plotly, Orca, Pandas, requests, imageio, json... (all of them can be installed through `pip3`)
 
 # Repository structure
 
@@ -29,13 +29,13 @@ covid-19
     |
     └───world  ->  Jupyter Notebooks and their corresponding .py files generating world charts
 |
-└───server -> scripts that updates data
+└───server -> scripts that update data
 |
 └───data  ->  datasets from CSSE, WHO, INSEE, and more.
 │   │   total_cases_csse.csv  ->  CSV file containing total confirmed cases from CSSE.
 │   │   total_deaths_csse.csv  ->  CSV file containing total deaths from CSSE.
-│   │   total_cases_perso.csv  ->  my own data containing latests confirmed cases (to update charts earlier).
-|   |   total_deaths_perso.csv  ->  my own data containing latests deaths (to update charts earlier).
+│   │   total_cases_perso.csv  ->  my own data containing latest confirmed cases (to update charts earlier).
+|   |   total_deaths_perso.csv  ->  my own data containing latest deaths (to update charts earlier).
 |   |   data_confirmed.csv  ->  exported cases dataset after merging other datasets.
 |   |   data_deaths.csv  ->  exported deaths dataset after merging other datasets.
 |   |   info_countries.json  ->  information about countries (e.g. population).
@@ -44,11 +44,11 @@ covid-19
 └───images
     └───charts  ->  world charts (linear axis).
         |
-        |   * Lot of charts! *
+        |   * Lots of charts! *
         |
         └───logy_axis  ->  world charts (log axis).
         |
-        |   * Exactly the same charts, but whith a log y axis *
+        |   * Exactly the same charts, but with a log y axis *
         |
         └───france  ->  french charts.
             |
@@ -61,13 +61,13 @@ covid-19
 
 # Data Sources
 You can find 2 datasets:
-- Data downloaded from [CSSE](https://github.com/CSSEGISandData/COVID-19). Data come from WHO (World Health Organization).
-- [INSEE](https://insee.fr/fr/accueil) (Institut National des Statistiques et des Études Économiques)
-- [Santé Publique France](https://www.santepubliquefrance.fr).
+- Data downloaded from [CSSE](https://github.com/CSSEGISandData/COVID-19). Data comes from WHO (World Health Organization),
+- [INSEE](https://insee.fr/fr/accueil) (Institut National des Statistiques et des Études Économiques),
+- [Santé Publique France](https://www.santepubliquefrance.fr),
 - Personal data (added manually).
 
 
-If you have any question or feedback please ask me by email or on Twitter.
+If you have any questions or feedback please tell me by email or on Twitter.
 
 # LICENSE
 License MIT. Please see [LICENSE.md](https://github.com/rozierguillaume/covid-19/blob/master/LICENSE)