{"cells":[{"metadata":{"_uuid":"8f2839f25d086af736a60e9eeb907d3b93b6e0e5","_cell_guid":"b1076dfc-b9ad-4769-8c92-a6c4dae69d19","trusted":true},"cell_type":"code","source":"import numpy as np # linear algebra\nimport pandas as pd # data processing, CSV file I/O (e.g. pd.read_csv)\nimport os\nfrom os import listdir\nfrom PIL import Image, ImageDraw, ImageFont\nimport matplotlib.pyplot as plt\n%matplotlib inline\nimport cv2\nprint(os.listdir(\"../input\"))\n\n","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_df=pd.read_csv(\"../input/train.csv\")","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_df.head()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_df.info()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_df_nan=train_df[train_df['labels'].isna()]","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"train_df_nan.count()","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"img=Image.open(\"../input/train_images/100241706_00004_2.jpg\")\nplt.imshow(img)","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"**Looking at the unicode translation file**"},{"metadata":{"trusted":true},"cell_type":"code","source":"translation_df=pd.read_csv(\"../input/unicode_translation.csv\")","execution_count":null,"outputs":[]},{"metadata":{"trusted":true},"cell_type":"code","source":"translation_df.head(10)","execution_count":null,"outputs":[]},{"metadata":{},"cell_type":"markdown","source":"Still work in progress. Any comments are appreciated"}],"metadata":{"kernelspec":{"display_name":"Python 3","language":"python","name":"python3"},"language_info":{"name":"python","version":"3.6.4","mimetype":"text/x-python","codemirror_mode":{"name":"ipython","version":3},"pygments_lexer":"ipython3","nbconvert_exporter":"python","file_extension":".py"}},"nbformat":4,"nbformat_minor":1}