diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 353f0b75329db0c0cc97701baa0135c602bd63b3..8f6367c20f9d1f2b11670b2ba20d96c157380187 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -4,12 +4,19 @@ before_script:
   - apt-get update -qq
   - apt-get install -y cmake
   - apt-get install -y lcov
+  - apt-get install -y clang-format clang-tidy clang-tools clang
 # Define the stages of the pipeline
 stages:
+  - codeStyling
   - build
   - test
   - coverage
 
+job:codestyling:
+  stage: codestyling
+  script: python3 run-clang-format.py -r src include tests
+
+
 # Define the job for building the project
 job:build:
   stage: build
diff --git a/cmake-build-debug/.ninja_deps b/cmake-build-debug/.ninja_deps
index 4deb030f4fff6f707d1f13ddd2449a38cb5698a7..ead1a36f5c9a6a8cae8fa5c69c9abf49326b80ea 100644
Binary files a/cmake-build-debug/.ninja_deps and b/cmake-build-debug/.ninja_deps differ
diff --git a/cmake-build-debug/.ninja_log b/cmake-build-debug/.ninja_log
index d84a253170f3e8eec34cea355bbe18721aaed602..596db8926adb54589b71c6051b97d0e8841c51c0 100644
--- a/cmake-build-debug/.ninja_log
+++ b/cmake-build-debug/.ninja_log
@@ -28,3 +28,5 @@
 1754	5405	7338585576788163	bin/ExampleTests.exe	e524054f521ed215
 5	1682	7338586413110088	CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.obj	e28e202807b1bd82
 1683	5827	7338586454469850	bin/ExampleTests.exe	e524054f521ed215
+4	1548	7338599937600314	CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.obj	e28e202807b1bd82
+1548	5359	7338599975633138	bin/ExampleTests.exe	e524054f521ed215
diff --git a/cmake-build-debug/CMakeFiles/ExampleTests.dir/src/compt_frequence.c.gcda b/cmake-build-debug/CMakeFiles/ExampleTests.dir/src/compt_frequence.c.gcda
index 21339278fd22430ed400f71cbfcc2e695f299ef8..d063581c30c0fa670bc14c73dbeaa13b77cb61b8 100644
Binary files a/cmake-build-debug/CMakeFiles/ExampleTests.dir/src/compt_frequence.c.gcda and b/cmake-build-debug/CMakeFiles/ExampleTests.dir/src/compt_frequence.c.gcda differ
diff --git a/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcda b/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcda
index 7c67050e67d15cca03b70111d93846a857fcf326..0cb1547aee9f5f6f4c83e416de999d849a4bebbd 100644
Binary files a/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcda and b/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcda differ
diff --git a/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcno b/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcno
index 7944cf0bb9cd54291a5711dad06d66f2d072c3c4..98ba3aa74bcca2b6b98ab7ba673fc6498e8f1ac7 100644
Binary files a/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcno and b/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.gcno differ
diff --git a/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.obj b/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.obj
index 1e5cc57ee4f93f73b58b53c581ff77200ab83cf9..36e0747970918c92a17f912d14f10dff72159324 100644
Binary files a/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.obj and b/cmake-build-debug/CMakeFiles/ExampleTests.dir/tests/ExampleTests.cpp.obj differ
diff --git a/cmake-build-debug/Testing/Temporary/LastTest.log b/cmake-build-debug/Testing/Temporary/LastTest.log
index f8bea588ea5f854ebe0e3fb942ec62073c06b0e8..82adbdc1e059197e03cb5b82ff1dbdad9d77b595 100644
--- a/cmake-build-debug/Testing/Temporary/LastTest.log
+++ b/cmake-build-debug/Testing/Temporary/LastTest.log
@@ -1,3 +1,3 @@
-Start testing: Apr 03 16:44 Romance Daylight Time
+Start testing: Apr 03 17:06 Romance Daylight Time
 ----------------------------------------------------------
-End testing: Apr 03 16:44 Romance Daylight Time
+End testing: Apr 03 17:06 Romance Daylight Time
diff --git a/cmake-build-debug/bin/ExampleTests.exe b/cmake-build-debug/bin/ExampleTests.exe
index 630807de27ff08813e17dcb3a5449196c10c310e..443e1a4def6cc3b7554b0d532d89e7cb5c4da135 100644
Binary files a/cmake-build-debug/bin/ExampleTests.exe and b/cmake-build-debug/bin/ExampleTests.exe differ
diff --git a/cmake-build-debug/googletest-build/googletest/CMakeFiles/gtest.dir/src/gtest-all.cc.gcda b/cmake-build-debug/googletest-build/googletest/CMakeFiles/gtest.dir/src/gtest-all.cc.gcda
index 0fd7ec19c8ebd00524704102debe6e41a7254d76..f162a733fbd86bd70ed8c4b9e241e608bfb99cfa 100644
Binary files a/cmake-build-debug/googletest-build/googletest/CMakeFiles/gtest.dir/src/gtest-all.cc.gcda and b/cmake-build-debug/googletest-build/googletest/CMakeFiles/gtest.dir/src/gtest-all.cc.gcda differ
diff --git a/run-clang-format.py b/run-clang-format.py
new file mode 100644
index 0000000000000000000000000000000000000000..395304e453c91bf0778396b75387395e8abec26c
--- /dev/null
+++ b/run-clang-format.py
@@ -0,0 +1,379 @@
+#!/usr/bin/env python
+"""A wrapper script around clang-format, suitable for linting multiple files
+and to use for continuous integration.
+
+This is an alternative API for the clang-format command line.
+It runs over multiple files and directories in parallel.
+A diff output is produced and a sensible exit code is returned.
+
+"""
+
+from __future__ import print_function, unicode_literals
+
+import argparse
+import codecs
+import difflib
+import fnmatch
+import io
+import errno
+import multiprocessing
+import os
+import signal
+import subprocess
+import sys
+import traceback
+
+from functools import partial
+
+try:
+    from subprocess import DEVNULL  # py3k
+except ImportError:
+    DEVNULL = open(os.devnull, "wb")
+
+
+DEFAULT_EXTENSIONS = 'c,h,C,H,cpp,hpp,cc,hh,c++,h++,cxx,hxx'
+DEFAULT_CLANG_FORMAT_IGNORE = '.clang-format-ignore'
+
+
+class ExitStatus:
+    SUCCESS = 0
+    DIFF = 1
+    TROUBLE = 2
+
+def excludes_from_file(ignore_file):
+    excludes = []
+    try:
+        with io.open(ignore_file, 'r', encoding='utf-8') as f:
+            for line in f:
+                if line.startswith('#'):
+                    # ignore comments
+                    continue
+                pattern = line.rstrip()
+                if not pattern:
+                    # allow empty lines
+                    continue
+                excludes.append(pattern)
+    except EnvironmentError as e:
+        if e.errno != errno.ENOENT:
+            raise
+    return excludes;
+
+def list_files(files, recursive=False, extensions=None, exclude=None):
+    if extensions is None:
+        extensions = []
+    if exclude is None:
+        exclude = []
+
+    out = []
+    for file in files:
+        if recursive and os.path.isdir(file):
+            for dirpath, dnames, fnames in os.walk(file):
+                fpaths = [os.path.join(dirpath, fname) for fname in fnames]
+                for pattern in exclude:
+                    # os.walk() supports trimming down the dnames list
+                    # by modifying it in-place,
+                    # to avoid unnecessary directory listings.
+                    dnames[:] = [
+                        x for x in dnames
+                        if
+                        not fnmatch.fnmatch(os.path.join(dirpath, x), pattern)
+                    ]
+                    fpaths = [
+                        x for x in fpaths if not fnmatch.fnmatch(x, pattern)
+                    ]
+                for f in fpaths:
+                    ext = os.path.splitext(f)[1][1:]
+                    if ext in extensions:
+                        out.append(f)
+        else:
+            out.append(file)
+    return out
+
+
+def make_diff(file, original, reformatted):
+    return list(
+        difflib.unified_diff(
+            original,
+            reformatted,
+            fromfile='{}\t(original)'.format(file),
+            tofile='{}\t(reformatted)'.format(file),
+            n=3))
+
+
+class DiffError(Exception):
+    def __init__(self, message, errs=None):
+        super(DiffError, self).__init__(message)
+        self.errs = errs or []
+
+
+class UnexpectedError(Exception):
+    def __init__(self, message, exc=None):
+        super(UnexpectedError, self).__init__(message)
+        self.formatted_traceback = traceback.format_exc()
+        self.exc = exc
+
+
+def run_clang_format_diff_wrapper(args, file):
+    try:
+        ret = run_clang_format_diff(args, file)
+        return ret
+    except DiffError:
+        raise
+    except Exception as e:
+        raise UnexpectedError('{}: {}: {}'.format(file, e.__class__.__name__,
+                                                  e), e)
+
+
+def run_clang_format_diff(args, file):
+    try:
+        with io.open(file, 'r', encoding='utf-8') as f:
+            original = f.readlines()
+    except IOError as exc:
+        raise DiffError(str(exc))
+    invocation = [args.clang_format_executable, file]
+
+    # Use of utf-8 to decode the process output.
+    #
+    # Hopefully, this is the correct thing to do.
+    #
+    # It's done due to the following assumptions (which may be incorrect):
+    # - clang-format will returns the bytes read from the files as-is,
+    #   without conversion, and it is already assumed that the files use utf-8.
+    # - if the diagnostics were internationalized, they would use utf-8:
+    #   > Adding Translations to Clang
+    #   >
+    #   > Not possible yet!
+    #   > Diagnostic strings should be written in UTF-8,
+    #   > the client can translate to the relevant code page if needed.
+    #   > Each translation completely replaces the format string
+    #   > for the diagnostic.
+    #   > -- http://clang.llvm.org/docs/InternalsManual.html#internals-diag-translation
+    #
+    # It's not pretty, due to Python 2 & 3 compatibility.
+    encoding_py3 = {}
+    if sys.version_info[0] >= 3:
+        encoding_py3['encoding'] = 'utf-8'
+
+    try:
+        proc = subprocess.Popen(
+            invocation,
+            stdout=subprocess.PIPE,
+            stderr=subprocess.PIPE,
+            universal_newlines=True,
+            **encoding_py3)
+    except OSError as exc:
+        raise DiffError(
+            "Command '{}' failed to start: {}".format(
+                subprocess.list2cmdline(invocation), exc
+            )
+        )
+    proc_stdout = proc.stdout
+    proc_stderr = proc.stderr
+    if sys.version_info[0] < 3:
+        # make the pipes compatible with Python 3,
+        # reading lines should output unicode
+        encoding = 'utf-8'
+        proc_stdout = codecs.getreader(encoding)(proc_stdout)
+        proc_stderr = codecs.getreader(encoding)(proc_stderr)
+    # hopefully the stderr pipe won't get full and block the process
+    outs = list(proc_stdout.readlines())
+    errs = list(proc_stderr.readlines())
+    proc.wait()
+    if proc.returncode:
+        raise DiffError(
+            "Command '{}' returned non-zero exit status {}".format(
+                subprocess.list2cmdline(invocation), proc.returncode
+            ),
+            errs,
+        )
+    return make_diff(file, original, outs), errs
+
+
+def bold_red(s):
+    return '\x1b[1m\x1b[31m' + s + '\x1b[0m'
+
+
+def colorize(diff_lines):
+    def bold(s):
+        return '\x1b[1m' + s + '\x1b[0m'
+
+    def cyan(s):
+        return '\x1b[36m' + s + '\x1b[0m'
+
+    def green(s):
+        return '\x1b[32m' + s + '\x1b[0m'
+
+    def red(s):
+        return '\x1b[31m' + s + '\x1b[0m'
+
+    for line in diff_lines:
+        if line[:4] in ['--- ', '+++ ']:
+            yield bold(line)
+        elif line.startswith('@@ '):
+            yield cyan(line)
+        elif line.startswith('+'):
+            yield green(line)
+        elif line.startswith('-'):
+            yield red(line)
+        else:
+            yield line
+
+
+def print_diff(diff_lines, use_color):
+    if use_color:
+        diff_lines = colorize(diff_lines)
+    if sys.version_info[0] < 3:
+        sys.stdout.writelines((l.encode('utf-8') for l in diff_lines))
+    else:
+        sys.stdout.writelines(diff_lines)
+
+
+def print_trouble(prog, message, use_colors):
+    error_text = 'error:'
+    if use_colors:
+        error_text = bold_red(error_text)
+    print("{}: {} {}".format(prog, error_text, message), file=sys.stderr)
+
+
+def main():
+    parser = argparse.ArgumentParser(description=__doc__)
+    parser.add_argument(
+        '--clang-format-executable',
+        metavar='EXECUTABLE',
+        help='path to the clang-format executable',
+        default='clang-format')
+    parser.add_argument(
+        '--extensions',
+        help='comma separated list of file extensions (default: {})'.format(
+            DEFAULT_EXTENSIONS),
+        default=DEFAULT_EXTENSIONS)
+    parser.add_argument(
+        '-r',
+        '--recursive',
+        action='store_true',
+        help='run recursively over directories')
+    parser.add_argument('files', metavar='file', nargs='+')
+    parser.add_argument(
+        '-q',
+        '--quiet',
+        action='store_true',
+        help="disable output, useful for the exit code")
+    parser.add_argument(
+        '-j',
+        metavar='N',
+        type=int,
+        default=0,
+        help='run N clang-format jobs in parallel'
+        ' (default number of cpus + 1)')
+    parser.add_argument(
+        '--color',
+        default='auto',
+        choices=['auto', 'always', 'never'],
+        help='show colored diff (default: auto)')
+    parser.add_argument(
+        '-e',
+        '--exclude',
+        metavar='PATTERN',
+        action='append',
+        default=[],
+        help='exclude paths matching the given glob-like pattern(s)'
+        ' from recursive search')
+
+    args = parser.parse_args()
+
+    # use default signal handling, like diff return SIGINT value on ^C
+    # https://bugs.python.org/issue14229#msg156446
+    signal.signal(signal.SIGINT, signal.SIG_DFL)
+    try:
+        signal.SIGPIPE
+    except AttributeError:
+        # compatibility, SIGPIPE does not exist on Windows
+        pass
+    else:
+        signal.signal(signal.SIGPIPE, signal.SIG_DFL)
+
+    colored_stdout = False
+    colored_stderr = False
+    if args.color == 'always':
+        colored_stdout = True
+        colored_stderr = True
+    elif args.color == 'auto':
+        colored_stdout = sys.stdout.isatty()
+        colored_stderr = sys.stderr.isatty()
+
+    version_invocation = [args.clang_format_executable, str("--version")]
+    try:
+        subprocess.check_call(version_invocation, stdout=DEVNULL)
+    except subprocess.CalledProcessError as e:
+        print_trouble(parser.prog, str(e), use_colors=colored_stderr)
+        return ExitStatus.TROUBLE
+    except OSError as e:
+        print_trouble(
+            parser.prog,
+            "Command '{}' failed to start: {}".format(
+                subprocess.list2cmdline(version_invocation), e
+            ),
+            use_colors=colored_stderr,
+        )
+        return ExitStatus.TROUBLE
+
+    retcode = ExitStatus.SUCCESS
+
+    excludes = excludes_from_file(DEFAULT_CLANG_FORMAT_IGNORE)
+    excludes.extend(args.exclude)
+
+    files = list_files(
+        args.files,
+        recursive=args.recursive,
+        exclude=excludes,
+        extensions=args.extensions.split(','))
+
+    if not files:
+        return
+
+    njobs = args.j
+    if njobs == 0:
+        njobs = multiprocessing.cpu_count() + 1
+    njobs = min(len(files), njobs)
+
+    if njobs == 1:
+        # execute directly instead of in a pool,
+        # less overhead, simpler stacktraces
+        it = (run_clang_format_diff_wrapper(args, file) for file in files)
+        pool = None
+    else:
+        pool = multiprocessing.Pool(njobs)
+        it = pool.imap_unordered(
+            partial(run_clang_format_diff_wrapper, args), files)
+    while True:
+        try:
+            outs, errs = next(it)
+        except StopIteration:
+            break
+        except DiffError as e:
+            print_trouble(parser.prog, str(e), use_colors=colored_stderr)
+            retcode = ExitStatus.TROUBLE
+            sys.stderr.writelines(e.errs)
+        except UnexpectedError as e:
+            print_trouble(parser.prog, str(e), use_colors=colored_stderr)
+            sys.stderr.write(e.formatted_traceback)
+            retcode = ExitStatus.TROUBLE
+            # stop at the first unexpected error,
+            # something could be very wrong,
+            # don't process all files unnecessarily
+            if pool:
+                pool.terminate()
+            break
+        else:
+            sys.stderr.writelines(errs)
+            if outs == []:
+                continue
+            if not args.quiet:
+                print_diff(outs, use_color=colored_stdout)
+            if retcode == ExitStatus.SUCCESS:
+                retcode = ExitStatus.DIFF
+    return retcode
+
+
+if __name__ == '__main__':
+    sys.exit(main())
diff --git a/tests/ExampleTests.cpp b/tests/ExampleTests.cpp
index c98708e3eec6a73582d5f988da020e73cd05568f..f87d646255bb4a887a61c2202764c41d8eab8e56 100644
--- a/tests/ExampleTests.cpp
+++ b/tests/ExampleTests.cpp
@@ -35,7 +35,42 @@ TEST(ExampleTests, test_read_and_count_words) {
     EXPECT_STREQ("foo", counter.words[2].word);
     EXPECT_EQ(2, counter.words[2].frequency);
     cleanup_frequency_counter(&counter);
+}
+
+TEST(ExampleTests, test_read_and_count_words_case_insensitive) {
+    FrequencyCounter counter;
+    init_frequency_counter(&counter);
+    char cwd[1024];
+    if (getcwd(cwd, sizeof(cwd)) != NULL) {
+        printf("Current working directory: %s\n", cwd);
+    }
+    read_and_count_words(&counter, "test.txt");
+    EXPECT_EQ(3, counter.count);
+    EXPECT_STREQ("hello", counter.words[0].word);
+    EXPECT_EQ(3, counter.words[0].frequency);
+    EXPECT_STREQ("world", counter.words[1].word);
+    EXPECT_EQ(1, counter.words[1].frequency);
+    EXPECT_STREQ("foo", counter.words[2].word);
+    EXPECT_EQ(2, counter.words[2].frequency);
+    cleanup_frequency_counter(&counter);
+}
 
+TEST(ExampleTests, test_read_and_count_words_ponctuation) {
+    FrequencyCounter counter;
+    init_frequency_counter(&counter);
+    char cwd[1024];
+    if (getcwd(cwd, sizeof(cwd)) != NULL) {
+        printf("Current working directory: %s\n", cwd);
+    }
+    read_and_count_words(&counter, "test.txt");
+    EXPECT_EQ(3, counter.count);
+    EXPECT_STREQ("hello", counter.words[0].word);
+    EXPECT_EQ(3, counter.words[0].frequency);
+    EXPECT_STREQ("world", counter.words[1].word);
+    EXPECT_EQ(1, counter.words[1].frequency);
+    EXPECT_STREQ("foo", counter.words[2].word);
+    EXPECT_EQ(2, counter.words[2].frequency);
+    cleanup_frequency_counter(&counter);
 }
 
 TEST(ExampleTests, test_sort_words_by_frequency) {
@@ -110,6 +145,8 @@ TEST(ExampleTests, test_compare_word_frequency_when_equal) {
 }
 
 
+
+
 //TEST(ExampleTests, test_read_and_count_ngrams) {
 //    FrequencyCounter counter;
 //    init_frequency_counter(&counter);
@@ -131,6 +168,7 @@ TEST(ExampleTests, test_mode_interactive) {
 
 
 
+
 int main(int argc, char** argv) {
     ::testing::InitGoogleTest(&argc, argv);
     return RUN_ALL_TESTS();
diff --git a/tests/test.txt b/tests/test.txt
index e3a9a818792a47bdb1414cc8b66b7a35e6bef23c..24e4e2e3eff4cc609e93898064116825ca4726c4 100644
--- a/tests/test.txt
+++ b/tests/test.txt
@@ -1 +1 @@
-hello world, foo .hello hello foo
\ No newline at end of file
+hello, world, foo .Hello HELLO foo.
\ No newline at end of file