Agile_Data_Code_2

    Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

    Language: python

    Author: GitHub Repos (@github-repos)

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    Files

    • total_flights_chart.html (html)
    • analyze_airplanes_again.py (py)
    • config.py (py)
    • airplanes_to_elasticsearch.py (py)
    • ads2_0402.png (image)
    • ads2_0202.png (image)
    • airline_data_fields.png (image)
    • ads2_0406.png (image)
    • ads2_0219.png (image)
    • json.png (image)
    • ads2_0217.png (image)
    • ads2_0409.png (image)
    • ads_bootstrap.png (image)
    • flask_terminal.png (image)
    • ads2_0220.png (image)
    • ads2_0201.png (image)
    • ads2_0215.png (image)
    • row_format_column_format.png (image)
    • ads2_0212.png (image)
    • ads2_0405.png (image)
    • ags2_0402.png (image)
    • mongo.js (js)
    • lib (txt)
    • pyspark_csv.py (py)
    • setup_spark.py (py)
    • convert_data.py (py)
    • train_sklearn_model.py (py)
    • parquet_logo.jpg (image)
    • ads2_0702.png (image)
    • ads2_0401.png (image)
    • ads2_0701.png (image)
    • faa_table.png (image)
    • explore_delays.py (py)
    • ads2_0408.png (image)
    • utils.py (py)
    • extract_features.py (py)
    • ads2_0211.png (image)
    • ads2_0403.png (image)
    • train_spark_mllib_model.py (py)
    • config.py (py)
    • load_on_time_pyspark.py (py)
    • layout.html (html)
    • bootstrap.min.css (css)
    • download.sh (sh)
    • on_time_flask_template.py (py)
    • streaming_test.py (py)
    • flight.html (html)
    • flights.html (html)
    • bootstrap.min.js (js)
    • bootstrap-theme.min.css (css)
    • predicting_flight_kafka_waiting.png (image)
    • create.sh (sh)
    • video_course_cover.png (image)
    • pyspark_to_mongo.py (py)
    • DeepDiscoveryTechnicalLogo.png (image)
    • query.sh (sh)
    • back_end_realtime_architecture.png (image)
    • data_syndrome_logo.png (image)
    • on_time_flask.py (py)
    • search.html (html)
    • ubuntu_images.png (image)
    • airplanes_page_chart_v1_v2.png (image)
    • airline_page_enriched_wikipedia.png (image)
    • climbing_the_pyramid_chapter_intro.png (image)
    • old.Dockerfile (dockerfile)
    • front_end_realtime_architecture.png (image)
    • pyspark_to_elasticsearch.py (py)
    • drop.sh (sh)
    • README.md (md)
    • flight_delay_chart_2.0.png (image)
    • fetch_prediction_requests.py (py)
    • test_regression_api.sh (sh)
    • train_spark_mllib_model.py (py)
    • ads2_0808.png (image)
    • extract_features.py (py)
    • make_predictions.py (py)
    • origin_dest_distances.py (py)
    • ads2_0809.png (image)
    • setup.py (py)
    • load_prediction_results.py (py)
    • ads2_0811.png (image)
    • ads2_0807.png (image)
    • ads2_0810.png (image)
    • predict_flask.py (py)
    • test_classification_api.sh (sh)
    • import_distances.sh (sh)
    • python_kafka_producer.py (py)
    • predict_utils.py (py)
    • python_kafka_consumer.py (py)
    • make_predictions_streaming.py (py)
    • download_data.sh (sh)
    • bar.css (css)
    • bootstrap.min.css (css)
    • jquery-1.12.2.min.js (js)
    • barchart.js (js)
    • flight_delay_predict_polling.js (js)
    • total_flights.html (html)
    • bootstrap.min.js (js)
    • bootstrap-theme.min.css (css)
    • airplanes.js (js)
    • layout.html (html)
    • nv.d3.css (css)
    • flight_delays_predict_batch.html (html)
    • flight_delays_predict_kafka.html (html)
    • all_airlines.html (html)
    • airlines.html (html)
    • all_airplanes.html (html)
    • flights.html (html)
    • flights_per_airplane.html (html)
    • flight_delays_predict.html (html)
    • search.html (html)
    • delays.html (html)
    • flight_delays_predict_batch_results.html (html)
    • links.txt (txt)
    • improve_sklearn_model.py (py)
    • LICENSE (txt)
    • pyproject.toml (toml)
    • docker-compose.yml (yml)
    • extract_features_with_flight_time.py (py)
    • spark_model_with_airplanes.py (py)
    • baseline_spark_mllib_model.py (py)
    • extract_features.py (py)
    • intro_download.sh (sh)
    • improved_spark_mllib_model.py (py)
    • requirements.txt (txt)
    • spark_model_with_flight_time.py (py)
    • jupyter_notebook_config.py (py)
    • extract_features_with_airplanes.py (py)
    • explore_delays.py (py)
    • train_spark_mllib_model.py (py)
    • ads2_0607.png (image)
    • extract_airports.py (py)
    • scrape_faa.py (py)
    • ads2_0604.png (image)
    • ads2_0606.png (image)
    • ads2_0602.png (image)
    • ads2_0601.png (image)
    • prepare_airplanes.py (py)
    • download.sh (sh)
    • import_airlines.sh (sh)
    • ads2_0603.png (image)
    • ads2_0608.png (image)
    • ads2_0605.png (image)
    • ads2_0609.png (image)
    • airplanes_mapping.json (json)
    • bootstrap.min.css (css)
    • web (txt)
    • jquery-1.12.2.min.js (js)
    • airplanes.js (js)
    • test_elastic_airplanes.sh (sh)
    • config.py (py)
    • bootstrap.min.js (js)
    • airlines.html (html)
    • nv.d3.css (css)
    • app.js (js)
    • add_name_to_airlines.py (py)
    • layout.html (html)
    • all_airplanes.html (html)
    • airport.html (html)
    • flights_per_airplane.html (html)
    • airlines2.html (html)
    • report_flask.py (py)
    • flights.html (html)
    • search.html (html)
    • flight.html (html)
    • airlines.html (html)
    • total_flights_chart.html (html)
    • extract_airlines.py (py)
    • Dockerfile (txt)
    • resolve_airplane_manufacturers.py (py)
    • analyze_airplanes.py (py)
    • web (txt)
    • predict_flask.py (py)
    • convert_observations.py (py)
    • bar.css (css)
    • calendar.min.css (css)
    • config.py (py)
    • load_weather.py (py)
    • daily_weather_station.html (html)
    • match_reports_with_flights.py (py)
    • total_flights.html (html)
    • flight_delay_predict_polling.js (js)
    • app.js (js)
    • airplanes.js (js)
    • layout.html (html)
    • barchart.js (js)
    • calendar.js (js)
    • flights_per_airplane.html (html)
    • flight_delays_predict_batch.html (html)
    • flight_delays_predict_kafka.html (html)
    • weather_station.html (html)
    • flights.html (html)
    • all_airlines.html (html)
    • delays.html (html)
    • search.html (html)
    • flight.html (html)
    • test_elasticsearch.sh (sh)
    • total_flights_chart.html (html)
    • flight_delays_predict.html (html)
    • flight_delays_predict_batch_results.html (html)
    • test_pymongo.py (py)
    • ATTRIBUTION.md (markdown)
    • pyspark_task_two.py (py)
    • data (txt)
    • ch07 (txt)
    • images (txt)
    • ch04 (txt)
    • images (txt)
    • web (txt)
    • static (txt)
    • templates (txt)
    • elastic_scripts (txt)
    • images (txt)
    • ch08 (txt)
    • airflow (txt)
    • images (txt)
    • web (txt)
    • static (txt)
    • templates (txt)
    • ch09 (txt)
    • ch06 (txt)
    • images (txt)
    • static (txt)
    • templates (txt)
    • logs (txt)
    • ch10 (txt)
    • static (txt)
    • templates (txt)
    • scripts (txt)
    • ch02 (txt)
    • images (txt)
    • web (txt)
    • static (txt)
    • templates (txt)
    • data (txt)
    • example_name_titles_daily.json (json)
    • 2016-12-01 (txt)
    • ch05 (txt)
    • images (txt)
    • web (txt)
    • static (txt)
    • images (txt)
    • templates (txt)
    • aws (txt)
    • dags (txt)
    • install (txt)
    • nv.d3.css (css)
    • airflow.env (env)
    • enrich_airlines_wikipedia.py (py)
    • create_airplanes_index.sh (sh)
    • all_airplanes.html (html)
    • test_airflow.sh (sh)
    • all_airlines.html (html)
    • total_flights.html (html)
    • predict_utils.py (py)
    • bootstrap-theme.min.css (css)
    • app.js (js)
    • flight.html (html)
    • search_helpers.py (py)
    • ads2_0209.png (image)
    • kafka_test.py (py)
    github-repos/Agile_Data_Code_2

    Agile_Data_Code_2

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    • Updated Jun 17, 2026
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    Code for Agile Data Science 2.0, O'Reilly 2017, Second Edition

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    Created Feb 4, 2026