Series, DataFrames & Other Basics - Pandas | Python ~ Episode 1

Hey Coders! Let's jump right into learning the fundamentals of pandas, starting off with Series & Dataframes. These two pandas specific data types are central in understanding and using pandas, just as lists and dictionaries are critical in using python. A DataFrame is a 2-dimensional representation of your tabular data. It holds all the rows, columns, and values in your data. A Series is only 1-dimensional. It could be just a single column or a single row. In this video, we'll start off by taking some time to get a strong conceptual understanding of these data types, and then we'll move into demoing some basic methods found in each of these classes. Check out the source code on GitHub: https://github.com/davidtheweiss/pandas-tutorial ❤️ Support the ongoing growth of this channel, get exclusive perks, and receive consultation on your projects! https://www.patreon.com/DavidWeissProgramming 🧑‍💻 Pandas Documentation: https://pandas.pydata.org/docs/reference/index.html ---------------------------------------------------------------------------------------------- 🕒 Timestamps 0:00 Intro 0:50 Series and DataFrames 2:25 Pandas Series Objects Intro 7:05 Pandas DataFrame Objects Intro 8:47 read_csv() 14:40 set_option() 16:23 head() 17:38 tail() 18:14 shape 19:24 columns 19:44 index 20:41 dtypes 22:16 Indexes are for values in a Series and rows in a DataFrame ---------------------------------------------------------------------------------------------- Other playlists: ------------------------------------- Python ------------------------------------- Pandas: https://www.youtube.com/playlist?list=PL42xwJRIG3xAfE7AJkO7sCIyMGVVgZu-i ------------------------------------- Flutter ------------------------------------- Basic Widgets: https://www.youtube.com/playlist?list=PL42xwJRIG3xDX1V8-sNHXk39qeSVy7W8J Dart: https://www.youtube.com/playlist?list=PL42xwJRIG3xDhQj15rrsAxv_TNdv9Paqa Flutter Orientation: https://www.youtube.com/playlist?list=PL42xwJRIG3xD4v1Xb8prXG89zZgSWND-p ------------------------------------- Google Cloud ------------------------------------- Compute Engine: https://www.youtube.com/playlist?list=PL42xwJRIG3xAjjZ3tY_zrZYEhStnIofzB App Engine: https://www.youtube.com/playlist?list=PL42xwJRIG3xCtmOrJAQFR5sIJFKIJ9MEn Google Cloud Orientation: https://www.youtube.com/playlist?list=PL42xwJRIG3xBGAOjrm9iZ3N5_eP_KRc34 ------------------------------------- Apps Script ------------------------------------- Cache Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xCCAeJUuxtmr47NYC8sRQ2d JDBC Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xCFMS4-IyAQg-9bJGx7-226 Data Studio Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xBM88UgT79HKxO_u0ze3BZL Maps Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xAXgY2FksYt-kbKuXNmSUMA Utilities Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xBnsGHi6fetv17uQ35NXm0S Properties Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xDBj4s5WwO7sYUyA3H06Bjs URL Fetch Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xDormBAHLcxorCYpHlHa_IE Drive Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xDbvnvgWOizjX6j1jYBn0zk Forms Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xBoKUA3zPkICMTAa_vu0QEl Lock Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xDBPhvVrQdRi2Hdy9kMeb90 HTML Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xAafvhn9eCubEdas3I2TrNh Document Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xBFGeUZCMubWlwrhUXDdaTA Slides Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xBknGu3JNdJqHCiPpaVxAuY Calendar Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xAqrGnc_o2NL4RH4jdyiHsp Script Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xDPE35v7e83rH7Uu4g_MfmC Gmail Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xA5pkm04CY_WVZ9lE1Ju_JH Spreadsheet Service: https://www.youtube.com/playlist?list=PL42xwJRIG3xBZFP5wYh-OFb-CQmjz-Rn- Apps Script Orientation: https://www.youtube.com/playlist?list=PL42xwJRIG3xCm6O85pd91tQxgxGcq82m4 ----------------------------------------------------------------------------------------------